From f19f8a03c51d0f1b873d9d66ac9189c580373877 Mon Sep 17 00:00:00 2001 From: h-guo18 <67671475+h-guo18@users.noreply.github.com> Date: Tue, 11 Aug 2026 10:55:38 +0000 Subject: [PATCH 1/6] Add causal draft attention and attention sink to DFlash/DSpark MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit ### What does this PR do? Type of change: New feature The DFlash/DSpark draft could only be trained with one attention pattern: non-causal (MiMo-style) blocks, optionally sliding-windowed, with no attention sink. Drafters that declare `dflash_config.causal=true` and carry `self_attn.attention_sink_bias` weights — e.g. `nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16-DSpark` — could not be trained faithfully or even loaded: the sink tensors were dropped as unexpected keys, and the exporter hardcoded `causal: False`, so training and vLLM inference disagreed. Add two opt-in `DFlashConfig` options, both defaulting to today's behavior: - `dflash_draft_attention: "bidirectional" | "causal"` selects the block-internal attention pattern. `"causal"` restricts a query at block position `i` to draft positions `<= i`. - `dflash_attention_sink: bool` adds a learnable per-head `attention_sink_bias [num_attention_heads]` to every draft layer: one extra logit appended to the attention logits before the softmax and dropped after, so a head can place probability mass nowhere instead of being forced to attend inside its window (the GPT-OSS formulation). Fused SDPA cannot express that extra column, so this runs an eager attention path, used only when the option is enabled. Three latent issues surfaced while wiring this up and are fixed here: - `_build_generate_swa_mask` returned `None` whenever `dflash_swa_window_size` was unset, which would have silently dropped the causal structure at generation time while training used it. - The exporter only wrote `dflash_config.causal` under SWA, hardcoded to `False`. It is now written unconditionally from the trained setting, since vLLM's `_dflash_layer_causal` treats it as an all-layer override whose default varies per layer type. - DSpark head weights load from either the flat layout ModelOpt exports (matching upstream DeepSpec) or the nested `markov_head.` layout used by released NVIDIA drafters, via a load pre-hook. The export format is unchanged, so drafters already trained and deployed with flat names keep working. Also enable `nemotron_h` in `_FINAL_NORM_TYPE_BY_MODEL_TYPE`: despite the hybrid Mamba/attention/MoE stack, `NemotronHModel.norm_f` is a plain RMSNorm, and without the entry the offline/streaming fake base raises rather than reconstructing the distillation target. ### Usage ```yaml dflash: dflash_draft_attention: causal # default: bidirectional dflash_attention_sink: true # default: false dflash_swa_window_size: 1024 ``` ### Testing - 111 unit tests pass (`test_hf_dflash.py`, `test_hf_dspark.py`, `test_hf_domino.py`, `test_hf_dflash_offline.py`, `test_modeling_final_norm.py`), including 19 new ones covering the causal mask structure, the sink math and its gradient, key remapping, and export round-trips. - Verified `nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16-DSpark` loads with zero missing/unexpected keys and zero shape mismatches, and that all 77 tensors — the 6 sink biases and both Markov tables included — match the checkpoint bit-exactly. - Default (`bidirectional`, no sink) mask output is unchanged element-wise, so existing drafters train exactly as before. ### Before your PR is "*Ready for review*" - **Make sure you read and follow [Contributor guidelines](https://github.com/NVIDIA/TensorRT-Model-Optimizer/blob/main/CONTRIBUTING.md)** and your commits are signed. - **Is this change backward compatible?**: Yes - **Did you write any new necessary tests?**: Yes - **Did you add or update any necessary documentation?**: Yes - **Did you update [Changelog](https://github.com/NVIDIA/TensorRT-Model-Optimizer/blob/main/CHANGELOG.rst)?**: No Signed-off-by: h-guo18 <67671475+h-guo18@users.noreply.github.com> --- .../torch/export/plugins/hf_spec_export.py | 21 +- modelopt/torch/speculative/config.py | 51 +++- .../torch/speculative/dflash/dflash_model.py | 2 + .../torch/speculative/plugins/hf_dflash.py | 56 ++-- .../speculative/plugins/modeling_dflash.py | 85 +++++- .../speculative/plugins/modeling_dspark.py | 24 ++ .../plugins/modeling_final_norm.py | 3 + .../speculative/plugins/test_hf_dspark.py | 264 +++++++++++++++++- 8 files changed, 465 insertions(+), 41 deletions(-) diff --git a/modelopt/torch/export/plugins/hf_spec_export.py b/modelopt/torch/export/plugins/hf_spec_export.py index 255b1d9ab04..fad15abc2db 100644 --- a/modelopt/torch/export/plugins/hf_spec_export.py +++ b/modelopt/torch/export/plugins/hf_spec_export.py @@ -412,10 +412,10 @@ def _export_config(self): else: config["layer_types"] = ["full_attention"] * draft_config.num_hidden_layers - # Sliding-window attention: all draft layers use non-causal SWA (MiMo-style). vLLM's + # Sliding-window attention: all draft layers use SWA. vLLM's # _resolve_layer_attention reads dflash_config.use_swa + swa_window_size; with - # layer_types left all "full_attention" it applies a non-causal sliding window to - # every draft layer (window from swa_window_size / top-level sliding_window). + # layer_types left all "full_attention" it applies a sliding window to every draft + # layer (window from swa_window_size / top-level sliding_window). swa_window = getattr(self.model, "dflash_swa_window_size", None) if swa_window is not None: config["sliding_window"] = swa_window @@ -423,10 +423,23 @@ def _export_config(self): { "use_swa": True, "swa_window_size": swa_window, - "causal": False, } ) + # Block-internal attention pattern. Emitted unconditionally (not just under SWA): + # vLLM's _dflash_layer_causal treats dflash_config.causal as an all-layer override, + # and its default differs per layer type, so writing it explicitly is what keeps + # inference consistent with how the draft was actually trained. + config["dflash_config"]["causal"] = ( + getattr(self.model, "dflash_draft_attention", "bidirectional") == "causal" + ) + + # Learnable per-head attention sink. vLLM reads dflash_config.attention_sink_bias to + # decide whether to build the sink parameter and pass it to its attention kernel. + if getattr(self.model, "dflash_attention_sink", False): + config["dflash_config"]["attention_sink_bias"] = True + config["attention_sink_bias"] = True + # Inject the export-time YaRN rope_scaling from the dflash_export_rope_scaling # config field (empty dict disables). Mirrors eagle's eagle_export_rope_scaling. export_rope_scaling = getattr(self.model, "dflash_export_rope_scaling", None) diff --git a/modelopt/torch/speculative/config.py b/modelopt/torch/speculative/config.py index 4df57d3035f..4458dfafb01 100644 --- a/modelopt/torch/speculative/config.py +++ b/modelopt/torch/speculative/config.py @@ -153,12 +153,47 @@ class DFlashConfig(ModeloptBaseConfig): default=None, description=( "Sliding-window attention (SWA) window size for the DFlash draft. When set, ALL " - "draft layers use non-causal sliding-window attention (MiMo-style): each draft " - "query attends only to context positions within `dflash_swa_window_size` tokens " - "before it, while block-internal attention stays bidirectional. None (default) " - "keeps full attention over all context. Must be >= dflash_block_size. Exported to " - "the draft config as dflash_config.use_swa/swa_window_size (+ top-level " - "sliding_window) so vLLM applies the same window at inference." + "draft layers use sliding-window attention: each draft query attends only to " + "context positions within `dflash_swa_window_size` tokens before it. None " + "(default) keeps full attention over all context. Must be >= dflash_block_size. " + "Exported to the draft config as dflash_config.use_swa/swa_window_size (+ " + "top-level sliding_window) so vLLM applies the same window at inference. Whether " + "block-internal attention is bidirectional or causal is controlled separately by " + "`dflash_draft_attention`." + ), + ) + + dflash_draft_attention: Literal["bidirectional", "causal"] = ModeloptField( + default="bidirectional", + description=( + "Attention pattern *inside* each draft block (context attention is always " + "restricted to positions before the block's anchor, and additionally windowed " + "when dflash_swa_window_size is set).\n" + "- 'bidirectional' (default): every query in a block sees all block_size draft " + "positions, including ones after it (MiMo-style). This is what ModelOpt has " + "always trained and matches drafts such as XiaomiMiMo/MiMo-V2.5-Pro-FP4-DFlash " + "and z-lab/Qwen3.5-9B-DFlash.\n" + "- 'causal': a query at block position i only sees draft positions <= i, so the " + "block is predicted autoregressively. Required to faithfully train drafts whose " + "config declares dflash_config.causal=true, e.g. " + "nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16-DSpark.\n" + "Exported verbatim to dflash_config.causal, which vLLM's " + "qwen3_dflash._dflash_layer_causal reads as a per-model override." + ), + ) + + dflash_attention_sink: bool = ModeloptField( + default=False, + description=( + "Add a learnable per-head attention sink to every draft attention layer. The " + "sink is one extra logit per head appended to the attention logits before the " + "softmax and dropped afterwards, letting a head place probability mass nowhere " + "instead of being forced to attend within a (possibly short) window — the " + "GPT-OSS/Nemotron formulation. Adds one `self_attn.attention_sink_bias` " + "parameter of shape [num_attention_heads] per layer. Required to load and " + "continue training drafts whose checkpoint carries those weights, e.g. " + "nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16-DSpark. Exported to " + "dflash_config.attention_sink_bias for vLLM." ), ) @@ -235,8 +270,8 @@ def _check_dpace_alpha(self) -> "DFlashConfig": if not 0.0 < self.dflash_dpace_alpha <= 1.0: raise ValueError(f"dflash_dpace_alpha must be in (0, 1], got {self.dflash_dpace_alpha}") if self.dflash_swa_window_size is not None: - # Block-internal attention is left un-windowed (bidirectional), so the window must - # cover a full block; otherwise the effective inference window would differ. + # Block-internal attention is left un-windowed, so the window must cover a full + # block; otherwise the effective inference window would differ. if self.dflash_swa_window_size < self.dflash_block_size: raise ValueError( f"dflash_swa_window_size ({self.dflash_swa_window_size}) must be >= " diff --git a/modelopt/torch/speculative/dflash/dflash_model.py b/modelopt/torch/speculative/dflash/dflash_model.py index 24f2143bf84..e9b7d94e03a 100644 --- a/modelopt/torch/speculative/dflash/dflash_model.py +++ b/modelopt/torch/speculative/dflash/dflash_model.py @@ -49,4 +49,6 @@ def modify(self, config): self.dflash_report_acc = config.dflash_report_acc self.dflash_use_torch_compile = config.dflash_use_torch_compile self.dflash_swa_window_size = config.dflash_swa_window_size + self.dflash_draft_attention = config.dflash_draft_attention + self.dflash_attention_sink = config.dflash_attention_sink self.dflash_export_rope_scaling = config.dflash_export_rope_scaling diff --git a/modelopt/torch/speculative/plugins/hf_dflash.py b/modelopt/torch/speculative/plugins/hf_dflash.py index e0d63bde136..575d1181923 100644 --- a/modelopt/torch/speculative/plugins/hf_dflash.py +++ b/modelopt/torch/speculative/plugins/hf_dflash.py @@ -441,6 +441,10 @@ def modify(self, config): self.dflash_config.hidden_size // self.dflash_config.num_attention_heads, ) self.dflash_config.block_size = self.dflash_block_size + # Attention-shape knobs the draft module needs at build time. Carried on the draft + # config (not read from DFlashConfig) so _build_draft_module stays a pure function + # of dflash_config and restored checkpoints rebuild an identical module. + self.dflash_config.attention_sink_bias = self.dflash_attention_sink # Target layer IDs num_target_layers = ( @@ -567,13 +571,18 @@ def _build_position_ids(self, seq_len, anchor_positions, device): def _build_draft_attention_mask( self, seq_len, anchor_positions, block_keep_mask, n_blocks, dtype, device, window=None ): - """Build SDPA attention mask: context (causal) + draft (bidirectional within block). - - When ``window`` is not None, all layers use non-causal sliding-window attention - (MiMo-style): each draft query only sees context positions within ``window`` tokens - before its own position. Block-internal attention stays bidirectional and is left - un-windowed (the config enforces ``window >= block_size``, so a full block always - fits inside the window and windowing it would be a no-op). + """Build SDPA attention mask: context (causal) + draft (per ``dflash_draft_attention``). + + When ``window`` is not None, all layers use sliding-window attention: each draft + query only sees context positions within ``window`` tokens before its own position. + Block-internal attention is left un-windowed (the config enforces + ``window >= block_size``, so a full block always fits inside the window and windowing + it would be a no-op). + + Block-internal visibility follows ``self.dflash_draft_attention``: + ``"bidirectional"`` (default, MiMo-style) lets every query see the whole block, while + ``"causal"`` restricts a query at block position ``i`` to draft positions ``<= i`` so + the block is modelled autoregressively. """ bsz = anchor_positions.shape[0] block_size = self.dflash_block_size @@ -598,6 +607,12 @@ def _build_draft_attention_mask( is_draft = kv_indices >= seq_len kv_block_ids = (kv_indices - seq_len) // block_size mask_draft = is_draft & (q_block_ids == kv_block_ids) + if self.dflash_draft_attention == "causal": + # Autoregressive within the block: query at block position i sees draft + # positions <= i only. Compare positions *within* the block so the term is + # independent of which block the query belongs to. + kv_pos_in_block = (kv_indices - seq_len) % block_size + mask_draft = mask_draft & (kv_pos_in_block <= (q_indices % block_size)) # Valid block valid_block = block_keep_mask.view(bsz, 1, n_blocks, 1).repeat_interleave(block_size, dim=2) @@ -609,24 +624,33 @@ def _build_draft_attention_mask( return attn_mask def _build_generate_swa_mask(self, ctx_len, bsz, dtype, device): - """Generation-time SWA mask [B, 1, block_size, ctx_len + block_size], or None. + """Generation-time mask [B, 1, block_size, ctx_len + block_size], or None. - Returns None with full attention (KV cache with no mask): all positions attend - freely to context and each other within the block. With sliding-window attention, + Returns None only when there is nothing to mask: full attention over the context + *and* bidirectional blocks (KV cache with no mask). With sliding-window attention, each block query only sees context within ``dflash_swa_window_size`` tokens before its real position (ctx_len + position-in-block), matching training and vLLM - inference; block kv stays fully visible (bidirectional / un-windowed). + inference; block kv is left un-windowed. With ``dflash_draft_attention="causal"`` + the block is additionally lower-triangular, mirroring + :meth:`_build_draft_attention_mask` so generation matches training. """ - if self.dflash_swa_window_size is None: - return None window = self.dflash_swa_window_size + causal = self.dflash_draft_attention == "causal" + if window is None and not causal: + return None block_size = self.dflash_block_size kv_len = ctx_len + block_size kv_idx = torch.arange(kv_len, device=device).view(1, 1, 1, -1) - q_real_pos = torch.arange(ctx_len, ctx_len + block_size, device=device).view(1, 1, -1, 1) + q_pos_in_block = torch.arange(block_size, device=device).view(1, 1, -1, 1) + q_real_pos = ctx_len + q_pos_in_block is_ctx = kv_idx < ctx_len - # Context kv kept iff within the window; block kv (>= ctx_len) always visible. - keep = (~is_ctx) | (kv_idx > q_real_pos - window) + # Context kv kept iff within the window (when windowing); block kv always visible + # unless the block is causal, in which case only positions <= the query's. + keep_ctx = is_ctx if window is None else (is_ctx & (kv_idx > q_real_pos - window)) + keep_block = ~is_ctx + if causal: + keep_block = keep_block & ((kv_idx - ctx_len) <= q_pos_in_block) + keep = keep_ctx | keep_block attn_mask = torch.zeros(bsz, 1, block_size, kv_len, device=device, dtype=dtype) attn_mask.masked_fill_(~keep, torch.finfo(dtype).min) return attn_mask diff --git a/modelopt/torch/speculative/plugins/modeling_dflash.py b/modelopt/torch/speculative/plugins/modeling_dflash.py index 6463cb4109d..3513ea53cc5 100644 --- a/modelopt/torch/speculative/plugins/modeling_dflash.py +++ b/modelopt/torch/speculative/plugins/modeling_dflash.py @@ -44,6 +44,7 @@ from dataclasses import dataclass import torch +import torch.nn.functional as F from torch import nn from transformers.modeling_utils import ALL_ATTENTION_FUNCTIONS from transformers.models.qwen3.modeling_qwen3 import Qwen3MLP as _MLP_CLS # noqa: N814 @@ -51,6 +52,7 @@ from transformers.models.qwen3.modeling_qwen3 import ( Qwen3RotaryEmbedding as _ROTARY_CLS, # noqa: N814 ) +from transformers.models.qwen3.modeling_qwen3 import repeat_kv from transformers.models.qwen3.modeling_qwen3 import rotate_half as _rotate_half from .modeling_final_norm import _maybe_apply_base_final_norm @@ -155,6 +157,16 @@ def __init__(self, config, layer_idx): self.q_norm = _NORM_CLS(self.head_dim, eps=config.rms_norm_eps) self.k_norm = _NORM_CLS(self.head_dim, eps=config.rms_norm_eps) + # Learnable per-head attention sink (GPT-OSS / Nemotron formulation): one extra + # logit per head, appended before the softmax and dropped after, so a head can put + # probability mass "nowhere" instead of being forced to attend inside its window. + # Named to match the deployed checkpoints' `self_attn.attention_sink_bias`. + self.attention_sink_bias = ( + nn.Parameter(torch.zeros(self.num_heads)) + if getattr(config, "attention_sink_bias", False) + else None + ) + # Resolve HF attention function self._attn_fn = None # Qwen3 uses sliding window attention on some layers (config.layer_types) @@ -205,21 +217,70 @@ def forward(self, hidden_states, target_hidden, position_embeddings, attention_m cos, sin = position_embeddings q, k = apply_rotary_pos_emb(q, k, cos, sin) - # Use HF's attention dispatch (handles GQA internally) - attn_fn = self._get_attn_fn() - attn_output, _ = attn_fn( - self, - q, - k, - v, - attention_mask, - dropout=0.0 if not self.training else self.attention_dropout, - scaling=self.scaling, - sliding_window=self.sliding_window, - ) + if self.attention_sink_bias is not None: + if self.sliding_window is not None: + # The eager sink path applies only the caller-supplied mask; a per-layer + # window from config.layer_types would be silently dropped. DFlash windows + # the context through the attention mask instead (dflash_swa_window_size), + # so this combination is rejected rather than trained with the wrong mask. + raise NotImplementedError( + "dflash_attention_sink is not supported together with a per-layer " + "sliding window from dflash_architecture_config.layer_types. Use " + "dflash_swa_window_size for the draft's sliding window instead." + ) + attn_output = self._sink_attention(q, k, v, attention_mask) + else: + # Use HF's attention dispatch (handles GQA internally) + attn_fn = self._get_attn_fn() + attn_output, _ = attn_fn( + self, + q, + k, + v, + attention_mask, + dropout=0.0 if not self.training else self.attention_dropout, + scaling=self.scaling, + sliding_window=self.sliding_window, + ) attn_output = attn_output.reshape(bsz, q_len, -1) return self.o_proj(attn_output) + def _sink_attention(self, q, k, v, attention_mask): + """Eager attention with a learnable per-head sink logit. + + The sink is an extra column appended to the attention logits before the softmax and + dropped immediately after, so it consumes probability mass without contributing to + the output. Fused SDPA/flash kernels cannot express that extra column, so this path + is eager; it runs only when ``dflash_attention_sink`` is enabled. + + Mirrors ``transformers``' GPT-OSS ``eager_attention_forward``, including the + max-subtraction before the softmax that keeps bf16 training from overflowing. + + Returns ``[B, q_len, num_heads, head_dim]`` to match the HF attention interface. + """ + sink_bias = self.attention_sink_bias + assert sink_bias is not None, "_sink_attention requires dflash_attention_sink=True" + + k = repeat_kv(k, self.num_key_value_groups) + v = repeat_kv(v, self.num_key_value_groups) + + attn_weights = torch.matmul(q, k.transpose(2, 3)) * self.scaling + if attention_mask is not None: + # [B, 1, Q, KV] additive mask, already sliced to the kv length by the caller. + attn_weights = attn_weights + attention_mask[..., : k.shape[-2]] + + sinks = sink_bias.view(1, -1, 1, 1).expand( + attn_weights.shape[0], -1, attn_weights.shape[-2], -1 + ) + combined = torch.cat([attn_weights, sinks.to(attn_weights.dtype)], dim=-1) + combined = combined - combined.amax(dim=-1, keepdim=True) + probs = F.softmax(combined, dim=-1, dtype=torch.float32).to(q.dtype) + attn_weights = probs[..., :-1] # drop the sink column + attn_weights = F.dropout( + attn_weights, p=self.attention_dropout if self.training else 0.0, training=self.training + ) + return torch.matmul(attn_weights, v).transpose(1, 2).contiguous() + class DFlashDecoderLayer(nn.Module): """Draft decoder layer with KV injection.""" diff --git a/modelopt/torch/speculative/plugins/modeling_dspark.py b/modelopt/torch/speculative/plugins/modeling_dspark.py index aa1a4181bbd..083af7b61ed 100644 --- a/modelopt/torch/speculative/plugins/modeling_dspark.py +++ b/modelopt/torch/speculative/plugins/modeling_dspark.py @@ -120,6 +120,30 @@ def __init__(self, config): # existed, so initialize the new layers explicitly. self._init_head_weights(config) + self._register_load_state_dict_pre_hook(self._remap_nested_head_keys, with_module=False) + + # Head submodules that some published checkpoints nest under a `markov_head.` parent. + _NESTED_HEAD_PREFIX = "markov_head." + + @classmethod + def _remap_nested_head_keys(cls, state_dict, prefix, *args, **kwargs): + """Accept head weights nested under ``markov_head.`` as well as flat. + + ModelOpt keeps the head tensors flat on this module (``markov_w1`` / + ``markov_w2`` / ...), matching the upstream DeepSpec layout, and exports them that + way. Some released drafters — e.g. + ``nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16-DSpark`` — instead nest them + under a ``markov_head.`` parent module. Rewriting those keys in place here lets + either layout load without changing the export format (which would break drafters + already trained and deployed with the flat names). + """ + nested = prefix + cls._NESTED_HEAD_PREFIX + for key in [k for k in state_dict if k.startswith(nested)]: + flat = prefix + key[len(nested) :] + # A flat key already present wins: never clobber an explicit match. + state_dict.setdefault(flat, state_dict.pop(key)) + state_dict.pop(key, None) + def _init_head_weights(self, config): """Initialize the head Linear/Embedding layers (matching HF _init_weights std).""" std = getattr(config, "initializer_range", 0.02) diff --git a/modelopt/torch/speculative/plugins/modeling_final_norm.py b/modelopt/torch/speculative/plugins/modeling_final_norm.py index 718d591b662..a882ef4b084 100644 --- a/modelopt/torch/speculative/plugins/modeling_final_norm.py +++ b/modelopt/torch/speculative/plugins/modeling_final_norm.py @@ -90,6 +90,9 @@ def extra_repr(self): "deepseek_v3": "rmsnorm", "kimi_k2": "rmsnorm", # Kimi-K2 / K2-Thinking (DeepSeek-V3 arch) report model_type "kimi_k2" "kimi_k25": "rmsnorm", # Kimi-K2.5 / K2.6 / K2.7 all report model_type "kimi_k25" + # Nemotron-H hybrid Mamba/attention/MoE (e.g. NVIDIA-Nemotron-3.5-Lightning-30B-A3B). + # Its final norm (NemotronHModel.norm_f) is a plain RMSNorm despite the hybrid stack. + "nemotron_h": "rmsnorm", # M3's final norm is always gemma-style; map it here too so a config that lost its # use_gemma_norm flag still gets the correct flavor instead of silently dropping the +1. "minimax_m3_vl_text": "gemma_rmsnorm", diff --git a/tests/unit/torch/speculative/plugins/test_hf_dspark.py b/tests/unit/torch/speculative/plugins/test_hf_dspark.py index 6a0f884d33f..4bf78a3657d 100644 --- a/tests/unit/torch/speculative/plugins/test_hf_dspark.py +++ b/tests/unit/torch/speculative/plugins/test_hf_dspark.py @@ -35,7 +35,7 @@ from modelopt.torch.speculative.config import DFLASH_DEFAULT_CFG from modelopt.torch.speculative.plugins.hf_dflash import HFDFlashModel from modelopt.torch.speculative.plugins.hf_dspark import HFDSparkModel -from modelopt.torch.speculative.plugins.modeling_dflash import DFlashModule +from modelopt.torch.speculative.plugins.modeling_dflash import DFlashModule, repeat_kv from modelopt.torch.speculative.plugins.modeling_dspark import DSparkModule BLOCK_SIZE = 4 @@ -311,3 +311,265 @@ def test_export_config_has_dspark_fields(self, tmp_path): assert dc["shift_label"] is True assert "mask_token_id" in dc assert "target_layer_ids" in dc + + +class TestDraftAttentionPattern: + """dflash_draft_attention selects the block-internal attention pattern.""" + + def _make_model(self, draft_attention, window=None, attention_sink=False): + model = get_tiny_llama(num_hidden_layers=4) + config = _get_dspark_config() + config["dflash_draft_attention"] = draft_attention + config["dflash_attention_sink"] = attention_sink + if window is not None: + config["dflash_swa_window_size"] = window + mtsp.convert(model, [("dflash", config)]) + return model + + def _draft_block(self, model, seq_len=SEQ_LEN, n_blocks=2): + """Return the [block_size, block_size] draft-vs-draft visibility of block 0.""" + anchors = torch.tensor([[5, 9]])[:, :n_blocks] + keep = torch.ones(1, n_blocks, dtype=torch.bool) + mask = model._build_draft_attention_mask( + seq_len, + anchors, + keep, + n_blocks, + torch.float32, + torch.device("cpu"), + window=model.dflash_swa_window_size, + ) + # additive mask: 0 == visible, -inf == masked + visible = mask[0, 0] == 0 + return visible[:BLOCK_SIZE, seq_len : seq_len + BLOCK_SIZE] + + def test_default_is_bidirectional(self): + model = self._make_model("bidirectional") + assert model.dflash_draft_attention == "bidirectional" + assert self._draft_block(model).all(), "every query should see the whole block" + + def test_causal_block_is_lower_triangular(self): + model = self._make_model("causal") + block = self._draft_block(model) + expected = torch.tril(torch.ones(BLOCK_SIZE, BLOCK_SIZE, dtype=torch.bool)) + assert torch.equal(block, expected), f"expected lower-triangular, got {block}" + + def test_causal_does_not_change_context_visibility(self): + """Only draft-vs-draft visibility changes; context masking is untouched.""" + anchors = torch.tensor([[5, 9]]) + keep = torch.ones(1, 2, dtype=torch.bool) + args = (SEQ_LEN, anchors, keep, 2, torch.float32, torch.device("cpu")) + bi = self._make_model("bidirectional")._build_draft_attention_mask(*args) + ca = self._make_model("causal")._build_draft_attention_mask(*args) + assert torch.equal(bi[..., :SEQ_LEN], ca[..., :SEQ_LEN]) + + def test_causal_generate_mask_is_lower_triangular(self): + """The generation-time mask matches training even without SWA.""" + model = self._make_model("causal") + mask = model._build_generate_swa_mask(SEQ_LEN, 1, torch.float32, torch.device("cpu")) + assert mask is not None, "causal blocks need a mask even with full context attention" + visible = mask[0, 0] == 0 + assert visible[:, :SEQ_LEN].all(), "full attention over context" + expected = torch.tril(torch.ones(BLOCK_SIZE, BLOCK_SIZE, dtype=torch.bool)) + assert torch.equal(visible[:, SEQ_LEN:], expected) + + def test_bidirectional_full_attention_needs_no_mask(self): + """Legacy behaviour: nothing to mask means no mask is built.""" + model = self._make_model("bidirectional") + assert ( + model._build_generate_swa_mask(SEQ_LEN, 1, torch.float32, torch.device("cpu")) is None + ) + + def test_causal_swa_trains_and_generates(self): + """End-to-end: causal + SWA produces a finite loss and drafts tokens.""" + model = self._make_model("causal", window=6) + torch.manual_seed(0) + input_ids = torch.randint(1, model.dflash_config.vocab_size, (2, SEQ_LEN)) + model.train() + out = model( + input_ids=input_ids, + attention_mask=torch.ones_like(input_ids), + labels=input_ids.clone(), + ) + assert torch.isfinite(out.loss) + model.eval() + base_token, draft_tokens = model.pseudo_speculative_generate(input_ids[:1], steps=3) + assert base_token.shape == (1, 1) + assert draft_tokens.shape == (1, 3) + + def test_export_records_draft_attention(self, tmp_path): + """dflash_config.causal is exported for both settings, with and without SWA.""" + for mode, expected in (("bidirectional", False), ("causal", True)): + model = self._make_model(mode) + export_dir = tmp_path / f"exp_{mode}" + model.get_exporter().export(export_dir) + with open(export_dir / "config.json") as f: + cfg = json.load(f) + assert cfg["dflash_config"]["causal"] is expected + + +class TestAttentionSink: + """dflash_attention_sink adds a learnable per-head sink to every draft layer.""" + + def _make_model(self, attention_sink=True, draft_attention="causal"): + model = get_tiny_llama(num_hidden_layers=4) + config = _get_dspark_config() + config["dflash_attention_sink"] = attention_sink + config["dflash_draft_attention"] = draft_attention + mtsp.convert(model, [("dflash", config)]) + return model + + def test_sink_parameter_created_per_layer(self): + model = self._make_model() + heads = model.dflash_config.num_attention_heads + for layer in model.dflash_module.layers: + assert layer.self_attn.attention_sink_bias is not None + assert layer.self_attn.attention_sink_bias.shape == (heads,) + assert layer.self_attn.attention_sink_bias.requires_grad + + def test_absent_by_default(self): + model = self._make_model(attention_sink=False) + for layer in model.dflash_module.layers: + assert layer.self_attn.attention_sink_bias is None + + def test_sink_receives_gradient(self): + model = self._make_model() + torch.manual_seed(0) + input_ids = torch.randint(1, model.dflash_config.vocab_size, (2, SEQ_LEN)) + model.train() + out = model( + input_ids=input_ids, + attention_mask=torch.ones_like(input_ids), + labels=input_ids.clone(), + ) + assert torch.isfinite(out.loss) + out.loss.backward() + grads = [layer.self_attn.attention_sink_bias.grad for layer in model.dflash_module.layers] + assert all(g is not None and torch.isfinite(g).all() for g in grads) + assert any(g.abs().sum() > 0 for g in grads), "sink should receive a non-zero gradient" + + def test_very_negative_sink_matches_no_sink(self): + """A sink at -inf carries no mass, so the layer must match plain attention. + + Compared at the attention-layer level (not end-to-end loss) so the check isolates + the sink math from the rest of the pipeline. + """ + torch.manual_seed(0) + model = self._make_model() + attn = model.dflash_module.layers[0].self_attn + heads, head_dim = attn.num_heads, attn.head_dim + kv_heads = attn.num_kv_heads + + q = torch.randn(2, heads, BLOCK_SIZE, head_dim) + k = torch.randn(2, kv_heads, SEQ_LEN, head_dim) + v = torch.randn(2, kv_heads, SEQ_LEN, head_dim) + + # A sink at -inf contributes no probability mass, so dropping its column leaves + # exactly the plain softmax attention distribution. + torch.nn.init.constant_(attn.attention_sink_bias, float("-inf")) + with torch.no_grad(): + got = attn._sink_attention(q, k, v, None) + + k_rep = repeat_kv(k, attn.num_key_value_groups) + v_rep = repeat_kv(v, attn.num_key_value_groups) + weights = torch.matmul(q, k_rep.transpose(2, 3)) * attn.scaling + expected = ( + torch.matmul(torch.softmax(weights, dim=-1), v_rep).transpose(1, 2).contiguous() + ) + assert torch.allclose(got, expected, atol=1e-6), (got - expected).abs().max() + + def test_sink_absorbs_probability_mass(self): + """A finite sink strictly reduces the mass left for real tokens.""" + torch.manual_seed(0) + model = self._make_model() + attn = model.dflash_module.layers[0].self_attn + q = torch.randn(1, attn.num_heads, BLOCK_SIZE, attn.head_dim) + k = torch.randn(1, attn.num_kv_heads, SEQ_LEN, attn.head_dim) + v = torch.randn(1, attn.num_kv_heads, SEQ_LEN, attn.head_dim) + + outs = [] + for value in (-8.0, 0.0, 8.0): + torch.nn.init.constant_(attn.attention_sink_bias, value) + with torch.no_grad(): + outs.append(attn._sink_attention(q, k, v, None).abs().sum().item()) + # More sink mass -> less mass on real tokens -> smaller output magnitude. + assert outs[0] > outs[1] > outs[2], outs + + def test_export_includes_sink_weights_and_flag(self, tmp_path): + model = self._make_model() + export_dir = tmp_path / "exported" + model.get_exporter().export(export_dir) + + sd = load_file(str(export_dir / "model.safetensors")) + heads = model.dflash_config.num_attention_heads + for i in range(model.dflash_config.num_hidden_layers): + key = f"layers.{i}.self_attn.attention_sink_bias" + assert key in sd, f"missing {key}" + assert sd[key].shape == (heads,) + + with open(export_dir / "config.json") as f: + cfg = json.load(f) + assert cfg["dflash_config"]["attention_sink_bias"] is True + assert cfg["attention_sink_bias"] is True + + def test_export_omits_sink_when_disabled(self, tmp_path): + model = self._make_model(attention_sink=False) + export_dir = tmp_path / "exported_nosink" + model.get_exporter().export(export_dir) + sd = load_file(str(export_dir / "model.safetensors")) + assert not any("attention_sink_bias" in k for k in sd) + with open(export_dir / "config.json") as f: + cfg = json.load(f) + assert "attention_sink_bias" not in cfg["dflash_config"] + + +class TestMarkovHeadKeyRemap: + """Head weights load from either the flat or the nested `markov_head.` layout. + + ModelOpt (and the upstream DeepSpec reference) keeps the head tensors flat on the + module and exports them that way. Some released drafters — notably + nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16-DSpark — nest them under a + `markov_head.` parent, so loading accepts both. + """ + + def _module(self): + model = get_tiny_llama(num_hidden_layers=4) + mtsp.convert(model, [("dflash", _get_dspark_config())]) + return model.dflash_module + + def test_nested_keys_load(self): + module = self._module() + flat = module.state_dict() + nested = { + ( + f"markov_head.{k}" if k.startswith(("markov_w1", "markov_w2")) else k + ): torch.full_like(v, 0.5) if k.startswith(("markov_w1", "markov_w2")) else v + for k, v in flat.items() + } + res = module.load_state_dict(nested, strict=True) + assert not res.missing_keys and not res.unexpected_keys + assert torch.allclose( + module.markov_w1.weight, torch.full_like(module.markov_w1.weight, 0.5) + ) + + def test_flat_keys_still_load(self): + """The exported (flat) layout keeps working unchanged.""" + module = self._module() + flat = dict(module.state_dict()) + flat["markov_w1.weight"] = torch.full_like(flat["markov_w1.weight"], 0.25) + res = module.load_state_dict(flat, strict=True) + assert not res.missing_keys and not res.unexpected_keys + assert torch.allclose( + module.markov_w1.weight, torch.full_like(module.markov_w1.weight, 0.25) + ) + + def test_flat_key_wins_over_nested(self): + """An explicit flat key is never clobbered by a nested duplicate.""" + module = self._module() + sd = dict(module.state_dict()) + sd["markov_w1.weight"] = torch.full_like(sd["markov_w1.weight"], 1.0) + sd["markov_head.markov_w1.weight"] = torch.full_like(sd["markov_w1.weight"], 9.0) + module.load_state_dict(sd, strict=True) + assert torch.allclose( + module.markov_w1.weight, torch.full_like(module.markov_w1.weight, 1.0) + ) From abb4076b73fa9e6adfa94215b9058102fe075e7f Mon Sep 17 00:00:00 2001 From: h-guo18 <67671475+h-guo18@users.noreply.github.com> Date: Tue, 11 Aug 2026 11:25:00 +0000 Subject: [PATCH 2/6] Add dflash_init_checkpoint to warm-start the DFlash/DSpark draft MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit ### What does this PR do? Type of change: New feature Training always started the draft module from a random init. Continuing from a published drafter — the usual way to fine-tune a release such as `nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16-DSpark` — had no entry point. Add `dflash_init_checkpoint`: a path to an exported draft checkpoint, loaded into the draft module right after it is built (before the dtype/device move, so the weights are cast with the rest of the module). It accepts the export directory or the `model.safetensors` file itself, tolerates a `dflash_module.` prefix so a raw training checkpoint works too, and ignores `embed_tokens`/`lm_head`, which the draft takes from the base model. Any missing, unexpected, or wrong-shaped tensor raises instead of warning. Loading only part of a draft and leaving the rest randomly initialized looks like a warm start but trains from a corrupted starting point, and nothing downstream would flag it. The shape check resolves the module's load pre-hooks first, so a tensor arriving under DSpark's nested `markov_head.` layout is validated too rather than slipping through to a less obvious failure later. ### Usage ```yaml dflash: dflash_init_checkpoint: /path/to/exported/drafter ``` ### Testing - 119 unit tests pass, 8 new ones here: weights actually loaded, file vs directory paths, round-trip with sink + causal attention, the default path still random-inits, and four rejection cases (missing path, draft depth mismatch, sink on/off mismatch, wrong shape under the nested layout). - End-to-end against the released Nemotron-3.5 DSpark drafter: `convert()` with `dflash_init_checkpoint` reproduces all 77 draft tensors bit-exactly (6 attention sinks and both Markov tables included), applies `causal` + sink + SWA 1024 from the checkpoint's own config, and runs a training step with a finite loss and gradients reaching the sink and Markov parameters. ### Before your PR is "*Ready for review*" - **Make sure you read and follow [Contributor guidelines](https://github.com/NVIDIA/TensorRT-Model-Optimizer/blob/main/CONTRIBUTING.md)** and your commits are signed. - **Is this change backward compatible?**: Yes - **Did you write any new necessary tests?**: Yes - **Did you add or update any necessary documentation?**: Yes - **Did you update [Changelog](https://github.com/NVIDIA/TensorRT-Model-Optimizer/blob/main/CHANGELOG.rst)?**: No Signed-off-by: h-guo18 <67671475+h-guo18@users.noreply.github.com> --- modelopt/torch/speculative/config.py | 17 +++ .../torch/speculative/dflash/dflash_model.py | 1 + .../torch/speculative/plugins/hf_dflash.py | 80 +++++++++++++ .../speculative/plugins/test_hf_dspark.py | 105 +++++++++++++++++- 4 files changed, 202 insertions(+), 1 deletion(-) diff --git a/modelopt/torch/speculative/config.py b/modelopt/torch/speculative/config.py index 4458dfafb01..08e93b6f6a7 100644 --- a/modelopt/torch/speculative/config.py +++ b/modelopt/torch/speculative/config.py @@ -197,6 +197,23 @@ class DFlashConfig(ModeloptBaseConfig): ), ) + dflash_init_checkpoint: str | None = ModeloptField( + default=None, + description=( + "Path to an exported draft checkpoint to warm-start from, so training continues " + "from published weights instead of a fresh random init. Accepts either a " + "directory in the deployment layout this repo exports (``model.safetensors`` " + "with no ``dflash_module.`` prefix, alongside ``config.json``) or the " + "``model.safetensors`` file itself. Weights are loaded into the draft module " + "after it is built, so the architecture still comes from " + "``dflash_architecture_config`` — the checkpoint must match it. Any mismatch " + "(missing, unexpected, or wrong-shaped tensors) raises rather than silently " + "leaving part of the draft randomly initialized. ``embed_tokens``/``lm_head`` " + "entries are ignored: the draft takes those from the base model. None " + "(default) trains from scratch." + ), + ) + dflash_export_rope_scaling: dict = ModeloptField( default={}, description=( diff --git a/modelopt/torch/speculative/dflash/dflash_model.py b/modelopt/torch/speculative/dflash/dflash_model.py index e9b7d94e03a..3ce06afeda8 100644 --- a/modelopt/torch/speculative/dflash/dflash_model.py +++ b/modelopt/torch/speculative/dflash/dflash_model.py @@ -51,4 +51,5 @@ def modify(self, config): self.dflash_swa_window_size = config.dflash_swa_window_size self.dflash_draft_attention = config.dflash_draft_attention self.dflash_attention_sink = config.dflash_attention_sink + self.dflash_init_checkpoint = config.dflash_init_checkpoint self.dflash_export_rope_scaling = config.dflash_export_rope_scaling diff --git a/modelopt/torch/speculative/plugins/hf_dflash.py b/modelopt/torch/speculative/plugins/hf_dflash.py index 575d1181923..bbab098ca4c 100644 --- a/modelopt/torch/speculative/plugins/hf_dflash.py +++ b/modelopt/torch/speculative/plugins/hf_dflash.py @@ -72,6 +72,7 @@ """ import logging +from pathlib import Path from typing import Any import torch @@ -470,6 +471,10 @@ def modify(self, config): # Factory hook: subclasses (e.g. Domino) override to build an augmented # draft module while reusing all of DFlash's modify() setup. self.dflash_module = self._build_draft_module(self.dflash_config) + # Warm start from an exported draft checkpoint, before the dtype/device move below + # so the loaded tensors get cast alongside the rest of the module. + if self.dflash_init_checkpoint: + self._load_init_checkpoint(self.dflash_init_checkpoint) # Match base model dtype/device. Skip if base is on meta (during from_pretrained # restore — the model will be moved to the correct device after weight loading). if self.dflash_offline: @@ -490,6 +495,81 @@ def _build_draft_module(self, dflash_config): """Build the draft module. Subclasses override to use an augmented module.""" return DFlashModule(dflash_config) + # Draft-module entries that legitimately come from the base model rather than the + # exported draft checkpoint, so their absence (or presence) is not an error. + _INIT_CKPT_IGNORED_KEYS = ("embed_tokens.weight", "lm_head.weight") + + def _load_init_checkpoint(self, path: str): + """Warm-start ``self.dflash_module`` from an exported draft checkpoint. + + Accepts either the export directory (containing ``model.safetensors``) or the + safetensors file itself. The architecture is fixed by ``dflash_architecture_config`` + at this point, so the checkpoint has to match it: any missing, unexpected, or + wrong-shaped tensor raises. Loading part of a draft and leaving the rest randomly + initialized looks like a warm start but trains from a corrupted starting point, so + it is rejected instead of warned about. + """ + from safetensors.torch import load_file + + ckpt = Path(path) + if ckpt.is_dir(): + ckpt = ckpt / "model.safetensors" + if not ckpt.is_file(): + raise FileNotFoundError( + f"dflash_init_checkpoint: no draft weights at {ckpt}. Expected an exported " + "draft directory containing model.safetensors, or the file itself." + ) + + state_dict = load_file(str(ckpt)) + # Tolerate a `dflash_module.` prefix so a raw training checkpoint also works. + state_dict = { + (k.split("dflash_module.", 1)[1] if "dflash_module." in k else k): v + for k, v in state_dict.items() + } + state_dict = { + k: v + for k, v in state_dict.items() + if k not in self._INIT_CKPT_IGNORED_KEYS and "rotary_emb" not in k + } + + # Shape-check against the module's own view of each key. Subclasses may remap keys + # on load (DSpark accepts a nested ``markov_head.`` layout), so resolve through the + # same hooks first — otherwise a wrong-shaped remapped tensor would skip this check + # and fail later with a much less obvious error. + module_sd = self.dflash_module.state_dict() + resolved = dict(state_dict) + for hook in self.dflash_module._load_state_dict_pre_hooks.values(): + hook(resolved, "", None, True, [], [], []) + mismatched = [ + f"{k}: checkpoint {tuple(v.shape)} vs module {tuple(module_sd[k].shape)}" + for k, v in resolved.items() + if k in module_sd and v.shape != module_sd[k].shape + ] + if mismatched: + raise ValueError( + "dflash_init_checkpoint: shape mismatch between " + f"{ckpt} and the configured draft architecture:\n " + "\n ".join(mismatched) + ) + + # strict=False, then check by hand: the module's own load hooks (e.g. DSpark's + # markov_head remap) run first, and buffers such as rotary_emb are excluded above. + incompatible = self.dflash_module.load_state_dict(state_dict, strict=False) + missing = [ + k + for k in incompatible.missing_keys + if "rotary_emb" not in k and k not in self._INIT_CKPT_IGNORED_KEYS + ] + if missing or incompatible.unexpected_keys: + raise ValueError( + f"dflash_init_checkpoint: {ckpt} does not match the configured draft " + "architecture.\n" + f" missing from checkpoint: {sorted(missing)}\n" + f" unexpected in checkpoint: {sorted(incompatible.unexpected_keys)}" + ) + logger.info( + "DFlash: warm-started draft module from %s (%d tensors).", ckpt, len(state_dict) + ) + def get_exporter(self): """Get the exporter for the DFlash draft model.""" from modelopt.torch.export.plugins.hf_spec_export import DFlashExporter diff --git a/tests/unit/torch/speculative/plugins/test_hf_dspark.py b/tests/unit/torch/speculative/plugins/test_hf_dspark.py index 4bf78a3657d..0f68a9f9125 100644 --- a/tests/unit/torch/speculative/plugins/test_hf_dspark.py +++ b/tests/unit/torch/speculative/plugins/test_hf_dspark.py @@ -29,7 +29,7 @@ import pytest import torch from _test_utils.torch.transformers_models import get_tiny_llama -from safetensors.torch import load_file +from safetensors.torch import load_file, save_file import modelopt.torch.speculative as mtsp from modelopt.torch.speculative.config import DFLASH_DEFAULT_CFG @@ -573,3 +573,106 @@ def test_flat_key_wins_over_nested(self): assert torch.allclose( module.markov_w1.weight, torch.full_like(module.markov_w1.weight, 1.0) ) + + +class TestInitCheckpoint: + """dflash_init_checkpoint warm-starts the draft module from exported weights.""" + + def _make_model(self, init_checkpoint=None, **overrides): + model = get_tiny_llama(num_hidden_layers=4) + config = _get_dspark_config() + config.update(overrides) + if init_checkpoint is not None: + config["dflash_init_checkpoint"] = str(init_checkpoint) + mtsp.convert(model, [("dflash", config)]) + return model + + def _export(self, tmp_path, **overrides): + """Train-free export of a converted model, to be reloaded as a warm start.""" + model = self._make_model(**overrides) + # Make the weights distinctive so a silent re-init would be visible. + with torch.no_grad(): + for p in model.dflash_module.parameters(): + p.fill_(0.125) + export_dir = tmp_path / "drafter" + model.get_exporter().export(export_dir) + return export_dir + + def test_warm_start_loads_exported_weights(self, tmp_path): + """Every draft parameter comes from the checkpoint, not a fresh init.""" + export_dir = self._export(tmp_path) + model = self._make_model(init_checkpoint=export_dir) + for name, p in model.dflash_module.named_parameters(): + assert torch.allclose(p, torch.full_like(p, 0.125)), f"{name} was not warm-started" + + def test_accepts_safetensors_file_path(self, tmp_path): + """The file itself works, not just its directory.""" + export_dir = self._export(tmp_path) + model = self._make_model(init_checkpoint=export_dir / "model.safetensors") + assert torch.allclose( + model.dflash_module.fc.weight, torch.full_like(model.dflash_module.fc.weight, 0.125) + ) + + def test_round_trip_with_sink_and_causal(self, tmp_path): + """Warm start carries the sink weights of a causal + sink drafter.""" + export_dir = self._export( + tmp_path, dflash_attention_sink=True, dflash_draft_attention="causal" + ) + model = self._make_model( + init_checkpoint=export_dir, + dflash_attention_sink=True, + dflash_draft_attention="causal", + ) + for layer in model.dflash_module.layers: + sink = layer.self_attn.attention_sink_bias + assert sink is not None + assert torch.allclose(sink, torch.full_like(sink, 0.125)) + + def test_default_is_random_init(self, tmp_path): + """Without the option nothing is loaded (regression guard for the default path).""" + self._export(tmp_path) + model = self._make_model() + assert not torch.allclose( + model.dflash_module.fc.weight, torch.full_like(model.dflash_module.fc.weight, 0.125) + ) + + def test_missing_path_raises(self, tmp_path): + with pytest.raises(FileNotFoundError, match="no draft weights"): + self._make_model(init_checkpoint=tmp_path / "does_not_exist") + + def test_architecture_mismatch_raises(self, tmp_path): + """A checkpoint for a different draft depth must not partially load. + + Depth feeds `fc`'s input width (one target hidden per draft layer), so this trips + the shape check; either failure mode is acceptable as long as it raises. + """ + export_dir = self._export(tmp_path) + with pytest.raises(ValueError, match=r"shape mismatch|does not match the configured draft"): + self._make_model( + init_checkpoint=export_dir, + dflash_architecture_config={ + **_get_dspark_config()["dflash_architecture_config"], + "num_hidden_layers": NUM_DRAFT_LAYERS + 1, + }, + ) + + def test_sink_mismatch_raises(self, tmp_path): + """Exported-without-sink cannot warm-start a sink-enabled draft.""" + export_dir = self._export(tmp_path, dflash_attention_sink=False) + with pytest.raises(ValueError, match="does not match the configured draft"): + self._make_model(init_checkpoint=export_dir, dflash_attention_sink=True) + + def test_nested_head_shape_mismatch_reported(self, tmp_path): + """A wrong-shaped tensor is caught even under the nested `markov_head.` layout. + + The shape check has to resolve the module's load hooks first; otherwise a remapped + key skips it and fails later with a far less obvious error. + """ + export_dir = self._export(tmp_path) + path = export_dir / "model.safetensors" + sd = load_file(str(path)) + sd["markov_head.markov_w1.weight"] = torch.zeros(3, MARKOV_RANK) + del sd["markov_w1.weight"] + save_file(sd, str(path)) + with pytest.raises(ValueError, match="shape mismatch"): + self._make_model(init_checkpoint=export_dir) From 42a990c0d974702be294d31aa5c44731525d55bc Mon Sep 17 00:00:00 2001 From: h-guo18 <67671475+h-guo18@users.noreply.github.com> Date: Tue, 11 Aug 2026 13:54:20 +0000 Subject: [PATCH 3/6] Honor a draft's own target_layer_ids and final-layer aux capture MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit ### What does this PR do? Type of change: Bug fix `HFDFlashModel.modify` recomputed `target_layer_ids` from the uniform default on every convert, with no way to override it. A published draft is trained against specific capture points — the released `nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16-DSpark` uses `[1,5,19,29,41,51]`, while the default for a 52-layer base is `[1,11,20,30,39,49]` — so fine-tuning one fed the draft features from layers it had never seen. Here that surfaced as a matmul shape error, but only because the plane counts happened to disagree; with a matching count it would have trained silently on the wrong features. An explicit `dflash_architecture_config.target_layer_ids` is now used as given, validated for length (one per draft layer) and range. That fix exposes a second case. The streaming dataset splits captured planes as `aux = planes[:-1]`, `base/KD target = planes[-1]`, which assumes the draft's aux layers all sit below the base's last layer — true for ModelOpt's default ids (they stop at `num_target_layers - 3`) and for the M3 example, but not for a draft whose top aux id *is* the final layer. vLLM captures each layer at most once, so no extra plane can be requested. `final_aux_is_base_hidden` makes the last plane serve both roles; it is derived from the model in `main.py` rather than configured by hand, since a wrong manual value fails as an opaque matmul error deep in the draft's `fc`. ### Usage ```yaml dflash: dflash_architecture_config: target_layer_ids: [1, 5, 19, 29, 41, 51] # match the checkpoint ``` ### Testing - 124 unit tests pass, 5 new here: explicit ids are used, the default still applies when unset, wrong count and out-of-range both raise, and the ids round-trip through export. - End-to-end streaming run against the released drafter (vLLM-served Nemotron-3.5 base, 8 trainer GPUs): the trainer now logs `target_layer_ids=[1,5,19,29,41,51], final_aux_is_base_hidden=True`, and training converges — loss 1.85 → 1.21, train_acc 0.25 → 0.48 over 20 epochs. ### Before your PR is "*Ready for review*" - **Make sure you read and follow [Contributor guidelines](https://github.com/NVIDIA/TensorRT-Model-Optimizer/blob/main/CONTRIBUTING.md)** and your commits are signed. - **Is this change backward compatible?**: Yes - **Did you write any new necessary tests?**: Yes - **Did you add or update any necessary documentation?**: Yes - **Did you update [Changelog](https://github.com/NVIDIA/TensorRT-Model-Optimizer/blob/main/CHANGELOG.rst)?**: No Signed-off-by: h-guo18 <67671475+h-guo18@users.noreply.github.com> --- examples/speculative_decoding/eagle_utils.py | 5 ++ examples/speculative_decoding/main.py | 29 +++++++++++ .../torch/speculative/plugins/hf_dflash.py | 25 +++++++++- .../plugins/hf_streaming_dataset.py | 18 ++++++- .../speculative/plugins/test_hf_dspark.py | 48 ++++++++++++++++++- 5 files changed, 121 insertions(+), 4 deletions(-) diff --git a/examples/speculative_decoding/eagle_utils.py b/examples/speculative_decoding/eagle_utils.py index 2ba2635fbca..0691ca06f52 100644 --- a/examples/speculative_decoding/eagle_utils.py +++ b/examples/speculative_decoding/eagle_utils.py @@ -59,12 +59,16 @@ def make_speculative_data_module( train_len=None, answer_only_loss=False, shift_labels=True, + final_aux_is_base_hidden=False, ) -> dict: """Create data module for speculative decoding training. Args: shift_labels: If True, labels are shifted by 1 for autoregressive training (EAGLE3). If False, labels are unshifted for diffusion-style training (DFlash). + final_aux_is_base_hidden: Streaming only. True when the draft's top aux layer is the + base's final layer, so the last captured plane is both the final aux feature and + the base (KD-target) hidden instead of an extra dedicated plane. """ # Load chat template from file if provided chat_template = None @@ -115,6 +119,7 @@ def make_speculative_data_module( model=data_args.streaming_model_name, max_seq_len=train_len, answer_only_loss=answer_only_loss, + final_aux_is_base_hidden=final_aux_is_base_hidden, ) train_dataset = EagleVllmStreamingDataset( entries=ds, diff --git a/examples/speculative_decoding/main.py b/examples/speculative_decoding/main.py index ce9460637ac..8476d3d13c5 100644 --- a/examples/speculative_decoding/main.py +++ b/examples/speculative_decoding/main.py @@ -285,12 +285,41 @@ def train(): print_rank_0("Loading dataset...") is_dflash = isinstance(recipe, ModelOptDFlashRecipe) + # A draft whose top aux layer already is the base's last layer (e.g. the released + # Nemotron-3.5 DSpark draft: aux ids [2,6,20,30,42,52] on a 52-layer base) cannot get a + # distinct extra capture plane for the base hidden — vLLM captures each layer once — so + # the streaming dataset must reuse the final plane for both roles. Derived from the + # model rather than configured by hand: it is a property of the draft, and a wrong + # manual value fails as a confusing matmul shape error deep in the draft's `fc`. + # Read the base depth the same way HFDFlashModel.modify does: offline/streaming loads + # the base with num_hidden_layers=0 (or a fake base) and stashes the real count in + # num_orig_hidden_layers, so num_hidden_layers alone would compare against 0 here. + _base_cfg = ( + getattr(model.config, "text_config", None) + or getattr(model.config, "llm_config", None) + or model.config + ) + _base_depth = getattr(_base_cfg, "num_orig_hidden_layers", None) or getattr( + _base_cfg, "num_hidden_layers", 0 + ) + final_aux_is_base_hidden = bool( + is_dflash + and getattr(model, "target_layer_ids", None) + and _base_depth + and max(model.target_layer_ids) + 1 >= _base_depth + ) + print_rank_0( + f"Streaming plane layout: base_depth={_base_depth}, " + f"draft target_layer_ids={getattr(model, 'target_layer_ids', None)}, " + f"final_aux_is_base_hidden={final_aux_is_base_hidden}" + ) data_module = make_speculative_data_module( tokenizer, recipe.data, train_len=training_args.training_seq_len, answer_only_loss=training_args.answer_only_loss, shift_labels=not is_dflash, + final_aux_is_base_hidden=final_aux_is_base_hidden, ) callbacks = [EagleTrainingPlot(training_args.ar_validate_steps, training_args.estimate_ar)] diff --git a/modelopt/torch/speculative/plugins/hf_dflash.py b/modelopt/torch/speculative/plugins/hf_dflash.py index bbab098ca4c..616491dcf32 100644 --- a/modelopt/torch/speculative/plugins/hf_dflash.py +++ b/modelopt/torch/speculative/plugins/hf_dflash.py @@ -447,14 +447,35 @@ def modify(self, config): # of dflash_config and restored checkpoints rebuild an identical module. self.dflash_config.attention_sink_bias = self.dflash_attention_sink - # Target layer IDs + # Target layer IDs: which base layers feed the draft's feature-fusion `fc`. + # An explicit dflash_architecture_config.target_layer_ids wins — a published draft + # is trained against specific capture points (e.g. the Nemotron-3.5 DSpark draft's + # [1,5,19,29,41,51]), and recomputing the uniform default would both mis-shape `fc` + # and feed the draft features from layers it never saw. Otherwise derive the + # uniform default. num_target_layers = ( base_config.num_orig_hidden_layers if self.dflash_offline else base_config.num_hidden_layers ) num_draft_layers = self.dflash_config.num_hidden_layers - self.target_layer_ids = build_target_layer_ids(num_target_layers, num_draft_layers) + user_target_layer_ids = config.dflash_architecture_config.get("target_layer_ids") + if user_target_layer_ids: + if len(user_target_layer_ids) != num_draft_layers: + raise ValueError( + f"dflash_architecture_config.target_layer_ids has " + f"{len(user_target_layer_ids)} entries but the draft has " + f"{num_draft_layers} layers; one target layer per draft layer is required." + ) + if max(user_target_layer_ids) >= num_target_layers: + raise ValueError( + f"dflash_architecture_config.target_layer_ids {user_target_layer_ids} " + f"references a layer beyond the base model's {num_target_layers} layers." + ) + self.target_layer_ids = list(user_target_layer_ids) + logger.info("DFlash: using explicit target_layer_ids %s", self.target_layer_ids) + else: + self.target_layer_ids = build_target_layer_ids(num_target_layers, num_draft_layers) self.dflash_config.target_layer_ids = self.target_layer_ids # mask_token_id: validated by DFlashConfig, auto-detected from tokenizer context diff --git a/modelopt/torch/speculative/plugins/hf_streaming_dataset.py b/modelopt/torch/speculative/plugins/hf_streaming_dataset.py index 0f9713948fd..ad6082eb71a 100644 --- a/modelopt/torch/speculative/plugins/hf_streaming_dataset.py +++ b/modelopt/torch/speculative/plugins/hf_streaming_dataset.py @@ -370,6 +370,15 @@ class EagleVllmStreamingConfig(StreamingConfig): # vLLM captures the residual stream BEFORE the final norm, so the trainer must re-apply it # before lm_head (see HFDFlashModel.forward). Set False for a post-norm producer. base_hidden_prenorm: bool = True + # Whether the LAST captured plane doubles as both the final aux feature and the base + # (KD/distillation-target) hidden. Normally they are distinct: the draft's aux layers + # sit below the base's last layer, so the producer captures ``aux + [final]`` and the + # trainer peels the extra plane off. A draft whose top aux id already IS the base's + # final layer (e.g. + # nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16-DSpark, aux ids [2,6,20,30,42,52] + # on a 52-layer base) cannot supply a distinct extra id — vLLM captures each layer at + # most once — so the final plane is reused for both roles. + final_aux_is_base_hidden: bool = False @field_validator("server_urls", mode="before") @classmethod @@ -579,8 +588,15 @@ def _format(self, fetched: EagleFetchPayload) -> dict[str, torch.Tensor]: hidden_states = fetched["hidden_states"] loss_mask = fetched["loss_mask"] + # The last plane is always the base (KD-target) hidden. It is normally an extra + # plane on top of the aux features; when the draft's top aux layer already is the + # base's final layer the producer cannot emit a distinct extra plane, so the same + # plane serves both roles (see ``final_aux_is_base_hidden``). base_model_hidden_states = hidden_states[:, -1, :] - aux_hidden_states = hidden_states[:, :-1, :].reshape(hidden_states.shape[0], -1) + aux_planes = ( + hidden_states if self.config.final_aux_is_base_hidden else hidden_states[:, :-1, :] + ) + aux_hidden_states = aux_planes.reshape(hidden_states.shape[0], -1) input_ids = token_ids.to(torch.int64) labels = torch.full_like(input_ids, IGNORE_TOKEN_ID) diff --git a/tests/unit/torch/speculative/plugins/test_hf_dspark.py b/tests/unit/torch/speculative/plugins/test_hf_dspark.py index 0f68a9f9125..732898804ce 100644 --- a/tests/unit/torch/speculative/plugins/test_hf_dspark.py +++ b/tests/unit/torch/speculative/plugins/test_hf_dspark.py @@ -35,7 +35,11 @@ from modelopt.torch.speculative.config import DFLASH_DEFAULT_CFG from modelopt.torch.speculative.plugins.hf_dflash import HFDFlashModel from modelopt.torch.speculative.plugins.hf_dspark import HFDSparkModel -from modelopt.torch.speculative.plugins.modeling_dflash import DFlashModule, repeat_kv +from modelopt.torch.speculative.plugins.modeling_dflash import ( + DFlashModule, + build_target_layer_ids, + repeat_kv, +) from modelopt.torch.speculative.plugins.modeling_dspark import DSparkModule BLOCK_SIZE = 4 @@ -676,3 +680,45 @@ def test_nested_head_shape_mismatch_reported(self, tmp_path): save_file(sd, str(path)) with pytest.raises(ValueError, match="shape mismatch"): self._make_model(init_checkpoint=export_dir) + + +class TestExplicitTargetLayerIds: + """dflash_architecture_config.target_layer_ids overrides the uniform default. + + A published draft is trained against specific capture points; recomputing the default + would feed it features from layers it never saw (and mis-shape ``fc``). + """ + + def _make_model(self, target_layer_ids=None, num_layers=NUM_DRAFT_LAYERS): + model = get_tiny_llama(num_hidden_layers=8) + config = _get_dspark_config(num_layers=num_layers) + if target_layer_ids is not None: + config["dflash_architecture_config"]["target_layer_ids"] = target_layer_ids + mtsp.convert(model, [("dflash", config)]) + return model + + def test_explicit_ids_are_used(self): + model = self._make_model(target_layer_ids=[0, 7]) + assert model.target_layer_ids == [0, 7] + assert model.dflash_config.target_layer_ids == [0, 7] + + def test_default_when_unset(self): + """Without an override the uniform default is still derived.""" + model = self._make_model() + assert len(model.target_layer_ids) == NUM_DRAFT_LAYERS + assert model.target_layer_ids == build_target_layer_ids(8, NUM_DRAFT_LAYERS) + + def test_wrong_count_raises(self): + with pytest.raises(ValueError, match="one target layer per draft layer"): + self._make_model(target_layer_ids=[0, 3, 7]) + + def test_out_of_range_raises(self): + with pytest.raises(ValueError, match="beyond the base model"): + self._make_model(target_layer_ids=[0, 99]) + + def test_export_round_trips_explicit_ids(self, tmp_path): + model = self._make_model(target_layer_ids=[0, 7]) + model.get_exporter().export(tmp_path / "exp") + with open(tmp_path / "exp" / "config.json") as f: + cfg = json.load(f) + assert cfg["dflash_config"]["target_layer_ids"] == [0, 7] From 5fac8cfc007a270517da632fdde3e7ce583de2f9 Mon Sep 17 00:00:00 2001 From: h-guo18 <67671475+h-guo18@users.noreply.github.com> Date: Tue, 11 Aug 2026 14:05:28 +0000 Subject: [PATCH 4/6] Add a warm-start recipe for the released Nemotron-3.5 DSpark drafter ### What does this PR do? Type of change: Documentation Worked example for continuing training from a published DFlash/DSpark draft: it wires up `dflash_init_checkpoint`, the checkpoint's own `target_layer_ids`, and the causal + attention-sink settings the released Nemotron-3.5 drafter was trained with. The architecture block is transcribed by hand from the drafter's `config.json`, which is the weak point and is flagged as a TODO in the file: only the shape-bearing fields fail loudly when mistyped, while the mask token, causal flag, window size and block size all train "successfully" on a wrong value and surface later as a mysteriously low acceptance length. A converter should derive the block from the checkpoint's config (including its aliases) instead. ### Testing Used as-is for the end-to-end streaming run reported in this PR. ### Before your PR is "*Ready for review*" - **Make sure you read and follow [Contributor guidelines](https://github.com/NVIDIA/TensorRT-Model-Optimizer/blob/main/CONTRIBUTING.md)** and your commits are signed. - **Is this change backward compatible?**: Yes - **Did you write any new necessary tests?**: N/A (example config) - **Did you add or update any necessary documentation?**: Yes - **Did you update [Changelog](https://github.com/NVIDIA/TensorRT-Model-Optimizer/blob/main/CHANGELOG.rst)?**: No Signed-off-by: h-guo18 <67671475+h-guo18@users.noreply.github.com> --- .../dspark_nemotron35_warmstart.yaml | 102 ++++++++++++++++++ 1 file changed, 102 insertions(+) create mode 100644 modelopt_recipes/general/speculative_decoding/dspark_nemotron35_warmstart.yaml diff --git a/modelopt_recipes/general/speculative_decoding/dspark_nemotron35_warmstart.yaml b/modelopt_recipes/general/speculative_decoding/dspark_nemotron35_warmstart.yaml new file mode 100644 index 00000000000..7366dee7b4a --- /dev/null +++ b/modelopt_recipes/general/speculative_decoding/dspark_nemotron35_warmstart.yaml @@ -0,0 +1,102 @@ +# Warm-start fine-tune of the released Nemotron-3.5-Lightning DSpark drafter. +# +# Continues training `nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16-DSpark` from its +# published weights, against `nvidia/NVIDIA-Nemotron-3.5-Lightning-30B-A3B-BF16` served by +# vLLM (data.mode=streaming). +# +# TODO: replace the hand-copied fields below with a proper checkpoint/config converter. +# Everything under `dflash_architecture_config`, plus block_size / mask_token_id / +# swa_window_size / draft_attention / attention_sink / target_layer_ids, is transcribed by +# hand from the drafter's own config.json. Only the shape-bearing fields fail loudly when +# mistyped; the rest (mask token, causal flag, window size, block size) train "successfully" +# on the wrong setting and only show up later as a mysteriously low acceptance length. A +# converter should derive this whole block from the checkpoint's config.json — including its +# aliases (`pard_token` for mask_token_id, `dspark_markov_rank` for markov_rank, +# `dflash_query_causal` for causal, top-level `sliding_window` / `attention_sink_bias`) — +# and reconcile the weight layout (the release nests the Markov head under `markov_head.`, +# which the loader remaps today). +# +# The base model's config.json also needs its layer-type vocabulary updated for vLLM's +# transformers-5 path (`mamba`->`linear_attention`, `attention`->`full_attention`, plus a +# matching `hybrid_override_pattern`); that conversion is not covered here either. + +metadata: + recipe_type: speculative_dflash + description: Warm-start fine-tune of the released Nemotron-3.5 DSpark drafter (streaming). + +model: + model_name_or_path: + trust_remote_code: true + use_fake_base_for_offline: true + +data: + mode: streaming + data_path: + offline_data_path: + # The stock Nemotron template has no {% generation %} tags, so answer_only_loss would get + # an all-zero assistant mask. Point this at a tagged copy. + chat_template: + +training: + output_dir: + num_train_epochs: 1 + per_device_train_batch_size: 1 + gradient_accumulation_steps: 1 + # Low by default: this continues from converged weights rather than training from scratch. + learning_rate: 1.0e-5 + warmup_steps: 10 + training_seq_len: 2048 + logging_steps: 10 + save_steps: 1000 + cp_size: 1 + dp_shard_size: 1 + disable_tqdm: true + # Eval runs the DFlash backbone only (no Markov head), so AR would understate the model. + estimate_ar: false + ar_validate_steps: 0 + answer_only_loss: true + do_eval: false + lr_scheduler_type: linear + save_strategy: steps + weight_decay: 0.0 + max_grad_norm: 1.0 + dataloader_drop_last: true + bf16: true + tf32: true + remove_unused_columns: false + ddp_find_unused_parameters: true + ddp_timeout: 1800 + report_to: tensorboard + +dflash: + # --- transcribed from the released drafter's config.json (see TODO above) --- + dflash_init_checkpoint: + dflash_block_size: 8 + dflash_mask_token_id: 990 + dflash_swa_window_size: 1024 + dflash_draft_attention: causal + dflash_attention_sink: true + # --- training knobs --- + dflash_num_anchors: 64 + dflash_use_torch_compile: false + dflash_self_logit_distillation: false + dflash_loss_objective: dpace + dflash_ce_loss_alpha: 0.1 + dflash_l1_loss_alpha: 0.9 + # The released checkpoint carries no confidence head. + dflash_confidence_head_alpha: 0.0 + dflash_report_acc: true + dflash_architecture_config: + num_hidden_layers: 6 + num_attention_heads: 32 + num_key_value_heads: 2 + head_dim: 128 + intermediate_size: 6144 + rms_norm_eps: 1.0e-6 + projector_type: dspark + markov_rank: 512 + markov_head_type: vanilla + use_confidence_head: false + # The layers whose hidden states feed `fc`. Must match the checkpoint: the uniform + # default for a 52-layer base would be [1,11,20,30,39,49], i.e. different layers. + target_layer_ids: [1, 5, 19, 29, 41, 51] From 39446e818c5034da4d774fb876942342381d7567 Mon Sep 17 00:00:00 2001 From: h-guo18 <67671475+h-guo18@users.noreply.github.com> Date: Tue, 11 Aug 2026 14:31:14 +0000 Subject: [PATCH 5/6] Add the warm-start training curves referenced by the PR description Loss and train-accuracy over the 20-epoch streaming run used to validate the end-to-end pipeline (vLLM-served Nemotron-3.5 base, draft warm-started from the released DSpark checkpoint). 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Same run, first 80 steps. 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