From 3aae116b01ffa6381fb7fc9e83ba2af644153362 Mon Sep 17 00:00:00 2001 From: root Date: Mon, 12 Jan 2026 15:49:51 +0800 Subject: [PATCH 1/2] Feature: support Qwen2_audio eagle3 speculative decoding --- .../train/configs/qwen2-audio-7b-eagle3.json | 30 ++ .../speculative/train/data/data_utils.py | 68 ++++ .../train/data/dataset_builder/__init__.py | 2 + .../dataset_builder/online_dataset_builder.py | 271 ++++++++++++++++ .../models/target/target_model_wrapper.py | 208 ++++++++++++- .../train/trainer/online_eagle3_trainer.py | 71 +++++ .../01610068b76f79c6e8ba87bf7b484f04.jpg | Bin 0 -> 118941 bytes .../42b15f7fb1c8599a5c0df989306edbac.jpg | Bin 0 -> 267752 bytes .../43ecfa4a1d141fa08182abe1d15f21de.jpg | Bin 0 -> 50128 bytes .../8f022dbc272222bfb69dcd88b2f24ca6.jpg | Bin 0 -> 160187 bytes .../96f4e8e0e9ad6d85a472e22d3ae44d25.jpg | Bin 0 -> 175037 bytes .../c95af9b95392072261d4383e3ed5783c.jpg | Bin 0 -> 75564 bytes .../cfeab6c4f986888d6a3f1cdffc179558.jpg | Bin 0 -> 208761 bytes 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.../vllm_offline_eagle3_qwen2_audio_bench.py | 292 ++++++++++++++++++ tools/vllm_offline_eagle3_vlm_batch.py | 42 +-- 33 files changed, 1006 insertions(+), 41 deletions(-) create mode 100644 angelslim/compressor/speculative/train/configs/qwen2-audio-7b-eagle3.json create mode 100644 dataset/hunyuan-ocr/images/01610068b76f79c6e8ba87bf7b484f04.jpg create mode 100644 dataset/hunyuan-ocr/images/42b15f7fb1c8599a5c0df989306edbac.jpg create mode 100644 dataset/hunyuan-ocr/images/43ecfa4a1d141fa08182abe1d15f21de.jpg create mode 100644 dataset/hunyuan-ocr/images/8f022dbc272222bfb69dcd88b2f24ca6.jpg create mode 100644 dataset/hunyuan-ocr/images/96f4e8e0e9ad6d85a472e22d3ae44d25.jpg create mode 100644 dataset/hunyuan-ocr/images/c95af9b95392072261d4383e3ed5783c.jpg create mode 100644 dataset/hunyuan-ocr/images/cfeab6c4f986888d6a3f1cdffc179558.jpg create mode 100644 dataset/hunyuan-ocr/images/dad9ad94b2156bd0205931736ec11ad1.jpg create mode 100644 dataset/hunyuan-ocr/images/e2cf6a418ce2a5b2d4e633d4b4bb95b8.jpg create mode 100644 dataset/hunyuan-ocr/images/fb5ca021b4c75c2cc0371f5048ad2f66.jpg create mode 100644 dataset/hunyuan-ocr/test_data.jsonl create mode 100644 dataset/librispeech_test/audios/1255-90413-0010.flac create mode 100644 dataset/librispeech_test/audios/1580-141083-0008.flac create mode 100644 dataset/librispeech_test/audios/1995-1837-0019.flac create mode 100644 dataset/librispeech_test/audios/2803-154328-0004.flac create mode 100644 dataset/librispeech_test/audios/5694-64029-0007.flac create mode 100644 dataset/librispeech_test/audios/61-70970-0032.flac create mode 100644 dataset/librispeech_test/audios/6267-53049-0027.flac create mode 100644 dataset/librispeech_test/audios/6345-93306-0021.flac create mode 100644 dataset/librispeech_test/audios/700-122867-0027.flac create mode 100644 dataset/librispeech_test/audios/8188-269288-0038.flac create mode 100644 dataset/librispeech_test/librispeech_eval_10_test.jsonl create mode 100644 scripts/speculative/qwen2_audio/train_eagle3_audio_online.sh create mode 100644 tools/vllm_offline_eagle3_qwen2_audio_bench.py diff --git a/angelslim/compressor/speculative/train/configs/qwen2-audio-7b-eagle3.json b/angelslim/compressor/speculative/train/configs/qwen2-audio-7b-eagle3.json new file mode 100644 index 00000000..ec89f657 --- /dev/null +++ b/angelslim/compressor/speculative/train/configs/qwen2-audio-7b-eagle3.json @@ -0,0 +1,30 @@ +{ + "architectures": [ + "Eagle3LlamaForCausalLM" + ], + "model_type": "llama", + "target_model_type": "qwen2_audio", + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 151643, + "dtype": "bfloat16", + "eos_token_id": 151645, + "head_dim": 128, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 11008, + "max_position_embeddings": 8192, + "num_attention_heads": 32, + "num_hidden_layers": 1, + "num_key_value_heads": 4, + "rms_norm_eps": 1e-06, + "rope_scaling": null, + "rope_theta": 10000, + "use_cache": true, + "vocab_size": 156032, + "tie_word_embeddings": false, + "transformers_version": "4.57.1", + "draft_vocab_size": 32000, + "modal_type": "Audio" +} diff --git a/angelslim/compressor/speculative/train/data/data_utils.py b/angelslim/compressor/speculative/train/data/data_utils.py index 799e0933..591a309d 100644 --- a/angelslim/compressor/speculative/train/data/data_utils.py +++ b/angelslim/compressor/speculative/train/data/data_utils.py @@ -341,3 +341,71 @@ def __call__(self, features: List[Dict[str, Any]]) -> Dict[str, Any]: [paddingtensor2D(item["position_ids"], max_length) for item in features] ) return batch + + +class AudioDataCollatorWithPadding: + + def __call__(self, features: List[Dict[str, Any]]) -> Dict[str, Any]: + max_length = max(item["input_ids"].shape[1] for item in features) + batch_input_ids = torch.cat( + [paddingtensor2D(item["input_ids"], max_length) for item in features] + ) + batch_attention_mask = torch.cat( + [paddingtensor2D(item["attention_mask"], max_length) for item in features] + ) + batch_loss_mask = torch.cat( + [paddingtensor2D(item["loss_mask"], max_length) for item in features] + ) + + batch = { + "input_ids": batch_input_ids, + "attention_mask": batch_attention_mask, + "loss_mask": batch_loss_mask, + "feature_attention_mask": None, + "input_features": None, + "hidden_states": None, + "target_hiddens": None, + "inputs_embeds": None, + "position_ids": None, + } + + # Check if both hidden_states and target_hiddens exist in all features + if all( + "hidden_states" in item and "target_hiddens" in item for item in features + ): + batch["hidden_states"] = torch.cat( + [paddingtensor(item["hidden_states"], max_length) for item in features] + ) + batch["target_hiddens"] = torch.cat( + [paddingtensor(item["target_hiddens"], max_length) for item in features] + ) + if all( + "inputs_embeds" in item and item["inputs_embeds"] is not None + for item in features + ): + batch["inputs_embeds"] = torch.cat( + [paddingtensor(item["inputs_embeds"], max_length) for item in features] + ) + if all( + "position_ids" in item and item["position_ids"] is not None + for item in features + ): + batch["position_ids"] = torch.cat( + [paddingtensor2D(item["position_ids"], max_length) for item in features] + ) + if all( + "feature_attention_mask" in item + and item["feature_attention_mask"] is not None + for item in features + ): + batch["feature_attention_mask"] = torch.cat( + [(item["feature_attention_mask"]) for item in features] + ) + if all( + "input_features" in item and item["input_features"] is not None + for item in features + ): + batch["input_features"] = torch.cat( + [(item["input_features"]) for item in features] + ) + return batch diff --git a/angelslim/compressor/speculative/train/data/dataset_builder/__init__.py b/angelslim/compressor/speculative/train/data/dataset_builder/__init__.py index dd208cfe..8b0501aa 100644 --- a/angelslim/compressor/speculative/train/data/dataset_builder/__init__.py +++ b/angelslim/compressor/speculative/train/data/dataset_builder/__init__.py @@ -19,6 +19,7 @@ OfflineVLMHunyuanVLDatasetBuilder, ) from .online_dataset_builder import ( + OnlineAudioDatasetBuilder, OnlineLLMDatasetBuilder, OnlineVLMDatasetBuilder, OnlineVLMHunyuanVLDatasetBuilder, @@ -32,4 +33,5 @@ "OfflineVLMDatasetBuilder", "OfflineVLMHunyuanVLDatasetBuilder", "DatasetBuilderFactory", + "OnlineAudioDatasetBuilder", ] diff --git a/angelslim/compressor/speculative/train/data/dataset_builder/online_dataset_builder.py b/angelslim/compressor/speculative/train/data/dataset_builder/online_dataset_builder.py index d25c8711..3a160161 100644 --- a/angelslim/compressor/speculative/train/data/dataset_builder/online_dataset_builder.py +++ b/angelslim/compressor/speculative/train/data/dataset_builder/online_dataset_builder.py @@ -14,16 +14,19 @@ from typing import Any, Dict, List, Optional, Union +import requests import torch from datasets import Features, Value, load_dataset from PIL import Image from torch.utils.data import Dataset from transformers import AutoProcessor, AutoTokenizer +from transformers.pipelines.audio_utils import ffmpeg_read from angelslim.utils import rank0_print from ..chat_templates import ChatTemplateType from ..data_utils import ( + AudioDataCollatorWithPadding, DataCollatorWithPadding, VLMDataCollatorWithPadding, VLMHunyuanDataCollatorWithPadding, @@ -539,3 +542,271 @@ def _extract_vision_info(self, messages: List[Dict]) -> tuple: video_paths.append(item["video"]) return image_paths, video_paths + + +@DatasetBuilderFactory.register("online", "Audio", "qwen2_audio") +class OnlineAudioDatasetBuilder(OnlineDatasetBuilder): + def __init__( + self, + tokenizer: Union[AutoTokenizer, AutoProcessor], + max_length: int = 2048, + shuffle_seed: int = 42, + chat_template_type: ChatTemplateType = ChatTemplateType.QWEN3, + display: bool = False, + **kwargs: Any, + ): + super().__init__( + tokenizer, + max_length, + shuffle_seed, + chat_template_type, + display, + ) + + def build_dataset( + self, + datapath: str, + num_proc: int = 8, + shuffle: bool = True, + sample_num: Optional[int] = None, + ) -> Dataset: + try: + # Load dataset + features = Features( + { + "id": Value("string"), + "conversations": [ + { + "role": Value("string"), + "content": [ + { + "type": Value("string"), + "text": Value("string"), + "audio": Value("string"), + } + ], + } + ], + } + ) + ds = load_dataset("json", data_files=datapath, features=features) + + # Conditionally shuffle dataset + if shuffle: + ds = ds["train"].shuffle(seed=self.shuffle_seed) + else: + ds = ds["train"] + + if sample_num is not None and 0 < sample_num < len(ds): + ds = ds.select(range(sample_num)) + + # Store original columns for removal + original_columns = ds.column_names + + # Apply preprocessing + processed_ds = ds.map( + self._preprocess_function, + batched=True, + num_proc=num_proc, + remove_columns=original_columns, + load_from_cache_file=False, + desc="Processing conversations", + ) + + # Filter out None results with multiprocessing support + processed_ds = processed_ds.filter( + lambda batch: [ids is not None for ids in batch["input_ids"]], + batched=True, + num_proc=num_proc, + desc="Filtering empty input_ids", + ) + processed_ds.set_format(type="torch") + + return processed_ds + + except Exception as e: + raise RuntimeError(f"Dataset building failed for {datapath}") from e + + def get_data_collator(self) -> Any: + return AudioDataCollatorWithPadding() + + def read_audio(self, audio_path): + if audio_path.startswith("http://") or audio_path.startswith("https://"): + inputs = requests.get(audio_path).content + else: + with open(audio_path, "rb") as f: + inputs = f.read() + return inputs + + def _preprocess_function(self, examples: Dict[str, List]) -> Dict[str, List]: + new_examples = { + "input_ids": [], + "attention_mask": [], + "loss_mask": [], + "input_features": [], + "feature_attention_mask": [], + } + + for i in range(len(examples["id"])): + try: + processed_example = self._process_single_conversation( + examples["conversations"][i] + ) + + if processed_example is not None: + for key in new_examples.keys(): + if key not in processed_example: + new_examples[key].append(None) + else: + new_examples[key].append(processed_example[key]) + + except Exception as e: + rank0_print(f"Error processing example: {e}") + # Add None placeholders to maintain batch consistency + for key in new_examples: + new_examples[key].append(None) + + cleaned_new_examples = {} + for key, value in new_examples.items(): + if any(v is not None for v in value): + cleaned_new_examples[key] = value + + return cleaned_new_examples + + def _visualize_loss_mask( + self, input_ids: torch.Tensor, loss_mask: torch.Tensor, conversation: str + ) -> None: + """ + Visualize loss_mask with color-coded output. + + Args: + input_ids: Token IDs + loss_mask: Loss mask tensor (1 for training, 0 for ignoring) + conversation: Original conversation text + """ + input_ids = input_ids.view(-1) + return super()._visualize_loss_mask(input_ids, loss_mask, conversation) + + def _create_loss_mask_from_offsets( + self, conversation: str, offsets: torch.Tensor + ) -> torch.Tensor: + if offsets.ndim == 3: + offsets = offsets[0] + return super()._create_loss_mask_from_offsets(conversation, offsets) + + def _extract_audio_info(self, messages: List[Dict]) -> tuple: + """Extract Audio paths from messages""" + audio_paths = [] + + sampling_rate = self.tokenizer.feature_extractor.sampling_rate + for message in messages: + content = message.get("content", []) + if not isinstance(content, list): + continue + + for item in content: + if item.get("type") == "audio": + # Handle both file paths and PIL images + if isinstance(item["audio"], str): + try: + audio_paths.append( + ffmpeg_read( + self.read_audio(item["audio"]), + sampling_rate=sampling_rate, + ) + ) + except ValueError as e: + raise ValueError( + f"Could not open audio file: {item['audio']}, {e}" + ) + return audio_paths + + def _process_single_conversation( + self, conversation_data: List[Dict] + ) -> Optional[Dict]: + if not conversation_data or not isinstance(conversation_data, list): + return None + + try: + # Build messages with system prompt + messages = self._build_messages(conversation_data) + if not messages: + return None + + # Apply chat template + assert isinstance( + messages, list + ), f"type(messages)={type(messages)} is not list" + for message in messages: + if isinstance(message["content"], str): + continue + assert isinstance( + message["content"], list + ), f"content={type(message['content'])} is not str or list" + new_content = [] + for item in message["content"]: + new_item = {"type": item["type"], item["type"]: item[item["type"]]} + new_content.append(new_item) + del message["content"] + message["content"] = new_content + + input_text = self.tokenizer.apply_chat_template( + messages, add_generation_prompt=False, tokenize=False + ) + input_audios = self._extract_audio_info(messages) + + # cannot set max_length, + # otherwise the input_ids audio token length will be aligned(missing) + encoding = self.tokenizer( + text=input_text, + audio=input_audios, + sampling_rate=self.tokenizer.feature_extractor.sampling_rate, + return_offsets_mapping=True, + return_tensors="pt", + truncation=True, + padding=False, + ) + input_ids = encoding["input_ids"] + offsets = encoding["offset_mapping"] + + conversation = self.tokenizer.decode( + input_ids[0], skip_special_tokens=False + ) + + # Create loss mask for assistant responses + try: + loss_mask = self._create_loss_mask_from_offsets(conversation, offsets) + except Exception as e: + rank0_print(f"Error creating loss mask: {e}") + rank0_print(f"offsets: {offsets}") + raise e + attention_mask = torch.ones_like(input_ids) + + # Visualize loss mask if display mode is enabled + if self.display and self.display_count == 0: + try: + self._visualize_loss_mask(input_ids, loss_mask, conversation) + except Exception as e: + rank0_print(f"Error visualizing loss mask: {e}") + rank0_print(f"input_ids: {input_ids}, loss_mask: {loss_mask}") + raise e + self.display_count += 1 + + result_dict = { + "input_ids": input_ids.view(1, -1), + "attention_mask": attention_mask.view(1, -1), + "loss_mask": loss_mask.view(1, -1), + } + + if "input_features" in encoding: + result_dict["input_features"] = encoding["input_features"] + if "feature_attention_mask" in encoding: + result_dict["feature_attention_mask"] = encoding[ + "feature_attention_mask" + ] + + return result_dict + + except Exception as e: + rank0_print(f"Error processing conversation: {e}") + return None diff --git a/angelslim/compressor/speculative/train/models/target/target_model_wrapper.py b/angelslim/compressor/speculative/train/models/target/target_model_wrapper.py index a7bf2d43..c3087186 100644 --- a/angelslim/compressor/speculative/train/models/target/target_model_wrapper.py +++ b/angelslim/compressor/speculative/train/models/target/target_model_wrapper.py @@ -286,7 +286,15 @@ def get_aux_and_target_hiddens( class VLMTransformersBackend(BaseBackend): """VLM HuggingFace Transformers backend""" + SUPPORT_MODEL_TYPE = ["hunyuan_vl", "qwen3_vl"] + def load_model(self): + if ( + self.target_model_type is None + or self.target_model_type not in self.SUPPORT_MODEL_TYPE + ): + raise ValueError(f"{self.target_model_type} is not supported now!") + if self.target_model_type == "hunyuan_vl": from transformers import AutoProcessor, HunYuanVLForConditionalGeneration @@ -305,7 +313,7 @@ def load_model(self): self.tokenizer = AutoProcessor.from_pretrained( self.model_path, trust_remote_code=True ) - else: + elif self.target_model_type == "qwen3_vl": from transformers import AutoModelForImageTextToText, AutoProcessor device = decide_device_for_distributed() @@ -328,6 +336,8 @@ def load_model(self): self.model_path, trust_remote_code=True, ) + else: + raise ValueError(f"Unsupported target model type: {self.target_model_type}") def _prepare_model_kwargs(self, device: str) -> dict: """ @@ -517,6 +527,201 @@ def hook(module, args, kwargs): } +class AudioTransformersBackend(BaseBackend): + """Audio HuggingFace Transformers backend""" + + SUPPORT_MODEL_TYPE = ["qwen2_audio"] + + def load_model(self): + if ( + self.target_model_type is None + or self.target_model_type not in self.SUPPORT_MODEL_TYPE + ): + raise ValueError(f"{self.target_model_type} is not supported now!") + + if self.target_model_type == "qwen2_audio": + from transformers import ( + Qwen2AudioForConditionalGeneration, + Qwen2AudioProcessor, + ) + + device = decide_device_for_distributed() + print_with_rank(f"Loading model to device: {device}") + + # Prepare model loading configuration + model_kwargs = self._prepare_model_kwargs(device) + + self.model = Qwen2AudioForConditionalGeneration.from_pretrained( + self.model_path, **model_kwargs + ) + + # Freeze the base model + for param in self.model.parameters(): + param.requires_grad = False + self.model.eval() + + self.tokenizer = Qwen2AudioProcessor.from_pretrained( + self.model_path, trust_remote_code=True + ) + else: + raise ValueError(f"Unsupported target model type: {self.target_model_type}") + + def _prepare_model_kwargs(self, device: str) -> dict: + """ + Prepare keyword arguments for model loading. + + Args: + device: Target device for model placement + + Returns: + Dictionary of model loading arguments + """ + default_kwargs = { + "dtype": torch.bfloat16, + "device_map": device, + "trust_remote_code": True, + } + default_kwargs.update(self.kwargs) + return default_kwargs + + def get_hidden_states_and_logits( + self, + input_ids: torch.Tensor, + attention_mask: Optional[torch.Tensor] = None, + **kwargs, + ) -> Tuple[torch.Tensor, ...]: + """ + Extract hidden states and logits using Transformers backend. + + Args: + input_ids: Input token IDs + attention_mask: Attention mask + **kwargs: May contain 'aux_hidden_states_layer_ids' to specify custom layers + + Returns: + Tuple of (concatenated_hidden_states, logits) + """ + inputs_embeds_list, position_ids_list = [], [] + + def hook(module, args, kwargs): + if "inputs_embeds" in kwargs and kwargs["inputs_embeds"] is not None: + inputs_embeds_list.append( + kwargs["inputs_embeds"].clone().detach().cpu() + ) + if "position_ids" in kwargs and kwargs["position_ids"] is not None: + position_ids_list.append(kwargs["position_ids"].clone().detach().cpu()) + return args, kwargs + + handle = self.model.language_model.register_forward_pre_hook( + hook, with_kwargs=True + ) + input_features = kwargs.get("input_features", None) + feature_attention_mask = kwargs.get("feature_attention_mask", None) + with torch.no_grad(): + outputs = self.model( + input_ids, + attention_mask=attention_mask, + input_features=input_features, + feature_attention_mask=feature_attention_mask, + output_hidden_states=True, + return_dict=True, + ) + + handle.remove() + + inputs_embeds = ( + inputs_embeds_list[0].to(input_ids.device) if inputs_embeds_list else None + ) + position_ids = ( + position_ids_list[0].to(input_ids.device) if position_ids_list else None + ) + + # Extract auxiliary hidden states + aux_layer_ids = kwargs.get("aux_hidden_states_layer_ids", None) + hidden_states = self._extract_auxiliary_hidden_states( + outputs.hidden_states, aux_layer_ids + ) + + # Return hidden states and logits on the same device as input + return ( + hidden_states, + outputs.logits.to(input_ids.device), + inputs_embeds, + position_ids, + ) + + def get_aux_and_target_hiddens( + self, + input_ids: torch.Tensor, + attention_mask: Optional[torch.Tensor] = None, + **kwargs, + ) -> dict[str, torch.Tensor]: + """ + Extract auxiliary and final layer hidden states. + + Args: + input_ids: Input token IDs + attention_mask: Attention mask + **kwargs: May contain 'aux_hidden_states_layer_ids' to specify custom layers + + Returns: + Tuple of (auxiliary_hidden_states, final_hidden_states) + """ + inputs_embeds_list, position_ids_list = [], [] + + def hook(module, args, kwargs): + if "inputs_embeds" in kwargs and kwargs["inputs_embeds"] is not None: + inputs_embeds_list.append( + kwargs["inputs_embeds"].clone().detach().cpu() + ) + if "position_ids" in kwargs and kwargs["position_ids"] is not None: + position_ids_list.append(kwargs["position_ids"].clone().detach().cpu()) + return args, kwargs + + handle = self.model.language_model.register_forward_pre_hook( + hook, with_kwargs=True + ) + input_features = kwargs.get("input_features", None) + feature_attention_mask = kwargs.get("feature_attention_mask", None) + with torch.no_grad(): + outputs = self.model( + input_ids, + attention_mask=attention_mask, + input_features=input_features, + feature_attention_mask=feature_attention_mask, + output_hidden_states=True, + return_dict=True, + ) + + handle.remove() + inputs_embeds = ( + inputs_embeds_list[0].to(input_ids.device) if inputs_embeds_list else None + ) + position_ids = ( + position_ids_list[0].to(input_ids.device) if position_ids_list else None + ) + + # Extract auxiliary hidden states + aux_layer_ids = kwargs.get("aux_hidden_states_layer_ids", None) + aux_hidden_states = self._extract_auxiliary_hidden_states( + outputs.hidden_states, aux_layer_ids + ) + + # Get final layer hidden states + target_hidden_states = outputs.hidden_states[-1] + + # hidden_states: B, N, 3*D + # target_hiddens: B, N, D + # inputs_embeds: B, N, D + # position_ids: 3, N + return { + "hidden_states": aux_hidden_states, + "target_hiddens": target_hidden_states, + "inputs_embeds": inputs_embeds, + "position_ids": position_ids, + } + + class TargetModelWrapper: """ Unified wrapper for target models in Eagle3 training. @@ -544,6 +749,7 @@ class TargetModelWrapper: BACKENDS = { ("hf", "LLM"): TransformersBackend, ("hf", "VLM"): VLMTransformersBackend, + ("hf", "Audio"): AudioTransformersBackend, } def __init__( diff --git a/angelslim/compressor/speculative/train/trainer/online_eagle3_trainer.py b/angelslim/compressor/speculative/train/trainer/online_eagle3_trainer.py index 74af8c8c..e0a91d6d 100644 --- a/angelslim/compressor/speculative/train/trainer/online_eagle3_trainer.py +++ b/angelslim/compressor/speculative/train/trainer/online_eagle3_trainer.py @@ -147,3 +147,74 @@ def prepare_data_for_draft_model(self, inputs): "position_ids": position_ids, "attention_mask": attention_mask, } + + +@Eagle3TrainerFactory.register("online", "Audio") +class OnlineAudioEagle3Trainer(Eagle3Trainer): + """ + Online EAGLE3 Trainer for speculative decoding training. + Implements training logic for EAGLE3 model using a draft model to predict + tokens based on hidden states from a target model. + """ + + def __init__( + self, + draft_model: nn.Module, + target_model: nn.Module, + length: int, + draft_model_config: Dict[str, Any], + **kwargs, + ): + """ + Initialize the OnlineEagle3Trainer. + Args: + draft_model: Draft model for token prediction + target_model: Target model for generating hidden states + length: Number of speculative decoding steps + draft_model_config: Configuration dictionary for draft model + **kwargs: Additional arguments passed to parent Trainer + """ + super().__init__(draft_model=draft_model, length=length, **kwargs) + self.target_model = target_model + self._aux_hidden_states_layer_ids = getattr( + draft_model_config, "aux_hidden_states_layer_ids", None + ) + + def prepare_data_for_draft_model(self, inputs): + input_ids = inputs["input_ids"] + attention_mask = inputs["attention_mask"] + loss_mask = inputs["loss_mask"] + + kwargs = { + k: v + for k, v in inputs.items() + if k not in ["input_ids", "attention_mask", "loss_mask"] + } + # Get hidden states and logits from target model + hidden_states, target_logits, _, position_ids = ( + self.target_model.get_hidden_states_and_logits( + input_ids=input_ids, + attention_mask=attention_mask, + aux_hidden_states_layer_ids=self._aux_hidden_states_layer_ids, + **kwargs, + ) + ) + + # Apply right padding and move tensors to correct device + target_logits = padding(target_logits, left=False).to(input_ids.device) + input_ids = padding(input_ids, left=False) + loss_mask = loss_mask[..., None].to(input_ids.device) + + result_dict = {} + result_dict.update(kwargs) + result_dict.update( + { + "hidden_states": hidden_states, + "target_logits": target_logits, + "input_ids": input_ids, + "position_ids": position_ids, + "loss_mask": loss_mask, + "attention_mask": attention_mask, + } + ) + return result_dict diff --git a/dataset/hunyuan-ocr/images/01610068b76f79c6e8ba87bf7b484f04.jpg b/dataset/hunyuan-ocr/images/01610068b76f79c6e8ba87bf7b484f04.jpg new file mode 100644 index 0000000000000000000000000000000000000000..8dfb7ef1213ff344679b475ef7b1d5357337243a GIT binary patch literal 118941 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