Add files using upload-large-folder tool
Browse files- .gitattributes +1 -0
- README.md +41 -0
- added_tokens.json +24 -0
- config.json +499 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- special_tokens_map.json +38 -0
- tokenizer.json +3 -0
- tokenizer_config.json +223 -0
- vocab.json +0 -0
.gitattributes
CHANGED
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@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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tokenizer.json filter=lfs diff=lfs merge=lfs -text
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README.md
ADDED
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@@ -0,0 +1,41 @@
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---
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license: other
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license_name: apache-2.0
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license_link: https://huggingface.co/Qwen/Qwen2.5-Omni-7B/blob/main/LICENSE
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language:
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- en
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tags:
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- multimodal
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- mlx
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library_name: mlx
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pipeline_tag: text-generation
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base_model: Qwen/Qwen2.5-Omni-7B
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---
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# giangndm/qwen2.5-omni-7b-mlx
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This model [giangndm/qwen2.5-omni-7b-mlx](https://huggingface.co/giangndm/qwen2.5-omni-7b-mlx) was
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converted to MLX format from [Qwen/Qwen2.5-Omni-7B](https://huggingface.co/Qwen/Qwen2.5-Omni-7B)
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using mlx-lm version **0.24.0**.
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## Use with mlx
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```bash
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pip install mlx-lm
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```
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```python
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from mlx_lm import load, generate
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model, tokenizer = load("giangndm/qwen2.5-omni-7b-mlx")
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prompt = "hello"
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if tokenizer.chat_template is not None:
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messages = [{"role": "user", "content": prompt}]
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prompt = tokenizer.apply_chat_template(
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messages, add_generation_prompt=True
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)
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response = generate(model, tokenizer, prompt=prompt, verbose=True)
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```
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added_tokens.json
ADDED
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{
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"</tool_call>": 151658,
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"<tool_call>": 151657,
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"<|AUDIO|>": 151646,
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"<|IMAGE|>": 151655,
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"<|VIDEO|>": 151656,
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"<|audio_bos|>": 151647,
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"<|audio_eos|>": 151648,
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"<|box_end|>": 151649,
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"<|endoftext|>": 151643,
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"<|file_sep|>": 151664,
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"<|fim_middle|>": 151660,
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"<|fim_pad|>": 151662,
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"<|fim_prefix|>": 151659,
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"<|fim_suffix|>": 151661,
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"<|im_end|>": 151645,
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"<|im_start|>": 151644,
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"<|quad_end|>": 151651,
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"<|quad_start|>": 151650,
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"<|repo_name|>": 151663,
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"<|vision_bos|>": 151652,
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"<|vision_eos|>": 151653,
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"<|vision_pad|>": 151654
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}
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config.json
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| 1 |
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{
|
| 2 |
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"architectures": [
|
| 3 |
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"Qwen2_5OmniModel"
|
| 4 |
+
],
|
| 5 |
+
"enable_audio_output": true,
|
| 6 |
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"enable_talker": true,
|
| 7 |
+
"model_type": "qwen2_5_omni",
|
| 8 |
+
"quantization": {
|
| 9 |
+
"group_size": 64,
|
| 10 |
+
"bits": 4
|
| 11 |
+
},
|
| 12 |
+
"talker_config": {
|
| 13 |
+
"_attn_implementation_autoset": true,
|
| 14 |
+
"_name_or_path": "Qwen2.5-Omni-7B/talker",
|
| 15 |
+
"architectures": [
|
| 16 |
+
"Qwen2OmniTalkerForConditionalGeneration"
|
| 17 |
+
],
|
| 18 |
+
"attention_dropout": 0.0,
|
| 19 |
+
"audio_end_token_id": 151648,
|
| 20 |
+
"audio_start_token_id": 151647,
|
| 21 |
+
"audio_token_index": 151646,
|
| 22 |
+
"embedding_size": 3584,
|
| 23 |
+
"head_dim": 128,
|
| 24 |
+
"hidden_act": "silu",
|
| 25 |
+
"hidden_size": 896,
|
| 26 |
+
"image_token_index": 151655,
|
| 27 |
+
"init_std": 0.02,
|
| 28 |
+
"initializer_range": 0.02,
|
| 29 |
+
"intermediate_size": 18944,
|
| 30 |
+
"max_position_embeddings": 32768,
|
| 31 |
+
"max_window_layers": 28,
|
| 32 |
+
"model_type": "qwen2_5_omni_talker",
|
| 33 |
+
"num_attention_heads": 12,
|
| 34 |
+
"num_hidden_layers": 24,
|
| 35 |
+
"num_key_value_heads": 4,
|
| 36 |
+
"position_id_per_seconds": 25,
|
| 37 |
+
"rms_norm_eps": 1e-06,
|
| 38 |
+
"rope_scaling": {
|
| 39 |
+
"mrope_section": [
|
| 40 |
+
16,
|
| 41 |
+
24,
|
| 42 |
+
24
|
| 43 |
+
],
|
| 44 |
+
"rope_type": "default",
|
| 45 |
+
"type": "default"
|
| 46 |
+
},
|
| 47 |
+
"rope_theta": 1000000.0,
|
| 48 |
+
"seconds_per_chunk": 2,
|
| 49 |
+
"sliding_window": 32768,
|
| 50 |
+
"spatial_merge_size": 2,
|
| 51 |
+
"torch_dtype": "bfloat16",
|
| 52 |
+
"tts_codec_end_token_id": 8294,
|
| 53 |
+
"tts_codec_mask_token_id": 8296,
|
| 54 |
+
"tts_codec_pad_token_id": 8292,
|
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| 448 |
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|
| 449 |
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"0": "LABEL_0",
|
| 450 |
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"1": "LABEL_1"
|
| 451 |
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},
|
| 452 |
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|
| 453 |
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|
| 454 |
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|
| 455 |
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|
| 456 |
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|
| 457 |
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|
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|
| 460 |
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|
| 461 |
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|
| 462 |
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"model_type": "qwen2_5_omni_dit",
|
| 463 |
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|
| 464 |
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|
| 465 |
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|
| 466 |
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|
| 467 |
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|
| 468 |
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|
| 469 |
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|
| 470 |
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"output_scores": false,
|
| 471 |
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|
| 472 |
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|
| 473 |
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|
| 474 |
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|
| 475 |
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|
| 476 |
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|
| 477 |
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"repetition_penalty": 1.0,
|
| 478 |
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"return_dict": true,
|
| 479 |
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|
| 480 |
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|
| 481 |
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|
| 482 |
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"task_specific_params": null,
|
| 483 |
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"temperature": 1.0,
|
| 484 |
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"tf_legacy_loss": false,
|
| 485 |
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|
| 486 |
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"tie_word_embeddings": true,
|
| 487 |
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|
| 488 |
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|
| 489 |
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"top_p": 1.0,
|
| 490 |
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"torch_dtype": "float32",
|
| 491 |
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"torchscript": false,
|
| 492 |
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"typical_p": 1.0,
|
| 493 |
+
"use_bfloat16": false
|
| 494 |
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},
|
| 495 |
+
"model_type": "qwen2_5_omni_token2wav"
|
| 496 |
+
},
|
| 497 |
+
"torch_dtype": "bfloat16",
|
| 498 |
+
"transformers_version": "4.50.0.dev0"
|
| 499 |
+
}
|
merges.txt
ADDED
|
The diff for this file is too large to render.
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|
|
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:dd73a1681de32cf91ced82166583617635f12d1e55da068dbaf3962764ffac35
|
| 3 |
+
size 4652749012
|
special_tokens_map.json
ADDED
|
@@ -0,0 +1,38 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
+
"<|im_start|>",
|
| 4 |
+
"<|im_end|>",
|
| 5 |
+
"<|AUDIO|>",
|
| 6 |
+
"<|audio_bos|>",
|
| 7 |
+
"<|audio_eos|>",
|
| 8 |
+
"<|box_end|>",
|
| 9 |
+
"<|quad_start|>",
|
| 10 |
+
"<|quad_end|>",
|
| 11 |
+
"<|vision_bos|>",
|
| 12 |
+
"<|vision_eos|>",
|
| 13 |
+
"<|vision_pad|>",
|
| 14 |
+
"<|IMAGE|>",
|
| 15 |
+
"<|VIDEO|>"
|
| 16 |
+
],
|
| 17 |
+
"audio_bos_token": "<|audio_bos|>",
|
| 18 |
+
"audio_eos_token": "<|audio_eos|>",
|
| 19 |
+
"audio_token": "<|AUDIO|>",
|
| 20 |
+
"eos_token": {
|
| 21 |
+
"content": "<|im_end|>",
|
| 22 |
+
"lstrip": false,
|
| 23 |
+
"normalized": false,
|
| 24 |
+
"rstrip": false,
|
| 25 |
+
"single_word": false
|
| 26 |
+
},
|
| 27 |
+
"image_token": "<|IMAGE|>",
|
| 28 |
+
"pad_token": {
|
| 29 |
+
"content": "<|endoftext|>",
|
| 30 |
+
"lstrip": false,
|
| 31 |
+
"normalized": false,
|
| 32 |
+
"rstrip": false,
|
| 33 |
+
"single_word": false
|
| 34 |
+
},
|
| 35 |
+
"video_token": "<|VIDEO|>",
|
| 36 |
+
"vision_bos_token": "<|vision_bos|>",
|
| 37 |
+
"vision_eos_token": "<|vision_eos|>"
|
| 38 |
+
}
|
tokenizer.json
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:8441917e39ae0244e06d704b95b3124795cec478e297f9afac39ba670d7e9d99
|
| 3 |
+
size 11421870
|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,223 @@
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|
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|
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|
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|
|
|
|
|
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|
|
|
|
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|
|
|
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|
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|
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|
|
|
|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
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|
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|
|
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|
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|
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|
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|
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|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"added_tokens_decoder": {
|
| 4 |
+
"151643": {
|
| 5 |
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"content": "<|endoftext|>",
|
| 6 |
+
"lstrip": false,
|
| 7 |
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"normalized": false,
|
| 8 |
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|
| 9 |
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|
| 10 |
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"special": true
|
| 11 |
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},
|
| 12 |
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"151644": {
|
| 13 |
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"content": "<|im_start|>",
|
| 14 |
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"lstrip": false,
|
| 15 |
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"normalized": false,
|
| 16 |
+
"rstrip": false,
|
| 17 |
+
"single_word": false,
|
| 18 |
+
"special": true
|
| 19 |
+
},
|
| 20 |
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"151645": {
|
| 21 |
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"content": "<|im_end|>",
|
| 22 |
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|
| 23 |
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"normalized": false,
|
| 24 |
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|
| 25 |
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"single_word": false,
|
| 26 |
+
"special": true
|
| 27 |
+
},
|
| 28 |
+
"151646": {
|
| 29 |
+
"content": "<|AUDIO|>",
|
| 30 |
+
"lstrip": false,
|
| 31 |
+
"normalized": false,
|
| 32 |
+
"rstrip": false,
|
| 33 |
+
"single_word": false,
|
| 34 |
+
"special": true
|
| 35 |
+
},
|
| 36 |
+
"151647": {
|
| 37 |
+
"content": "<|audio_bos|>",
|
| 38 |
+
"lstrip": false,
|
| 39 |
+
"normalized": false,
|
| 40 |
+
"rstrip": false,
|
| 41 |
+
"single_word": false,
|
| 42 |
+
"special": true
|
| 43 |
+
},
|
| 44 |
+
"151648": {
|
| 45 |
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"content": "<|audio_eos|>",
|
| 46 |
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"lstrip": false,
|
| 47 |
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"normalized": false,
|
| 48 |
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|
| 49 |
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|
| 50 |
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"special": true
|
| 51 |
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},
|
| 52 |
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"151649": {
|
| 53 |
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"content": "<|box_end|>",
|
| 54 |
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|
| 55 |
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"normalized": false,
|
| 56 |
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"rstrip": false,
|
| 57 |
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"single_word": false,
|
| 58 |
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"special": true
|
| 59 |
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},
|
| 60 |
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"151650": {
|
| 61 |
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"content": "<|quad_start|>",
|
| 62 |
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"lstrip": false,
|
| 63 |
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"normalized": false,
|
| 64 |
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"rstrip": false,
|
| 65 |
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"single_word": false,
|
| 66 |
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"special": true
|
| 67 |
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},
|
| 68 |
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"151651": {
|
| 69 |
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"content": "<|quad_end|>",
|
| 70 |
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"lstrip": false,
|
| 71 |
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"normalized": false,
|
| 72 |
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"rstrip": false,
|
| 73 |
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"single_word": false,
|
| 74 |
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"special": true
|
| 75 |
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},
|
| 76 |
+
"151652": {
|
| 77 |
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"content": "<|vision_bos|>",
|
| 78 |
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"lstrip": false,
|
| 79 |
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"normalized": false,
|
| 80 |
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"rstrip": false,
|
| 81 |
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"single_word": false,
|
| 82 |
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"special": true
|
| 83 |
+
},
|
| 84 |
+
"151653": {
|
| 85 |
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"content": "<|vision_eos|>",
|
| 86 |
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"lstrip": false,
|
| 87 |
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"normalized": false,
|
| 88 |
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"rstrip": false,
|
| 89 |
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"single_word": false,
|
| 90 |
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"special": true
|
| 91 |
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},
|
| 92 |
+
"151654": {
|
| 93 |
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"content": "<|vision_pad|>",
|
| 94 |
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"lstrip": false,
|
| 95 |
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"normalized": false,
|
| 96 |
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"rstrip": false,
|
| 97 |
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"single_word": false,
|
| 98 |
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"special": true
|
| 99 |
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},
|
| 100 |
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"151655": {
|
| 101 |
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"content": "<|IMAGE|>",
|
| 102 |
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"lstrip": false,
|
| 103 |
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"normalized": false,
|
| 104 |
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"rstrip": false,
|
| 105 |
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"single_word": false,
|
| 106 |
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"special": true
|
| 107 |
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},
|
| 108 |
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"151656": {
|
| 109 |
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"content": "<|VIDEO|>",
|
| 110 |
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"lstrip": false,
|
| 111 |
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"normalized": false,
|
| 112 |
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"rstrip": false,
|
| 113 |
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"single_word": false,
|
| 114 |
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"special": true
|
| 115 |
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},
|
| 116 |
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"151657": {
|
| 117 |
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"content": "<tool_call>",
|
| 118 |
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"lstrip": false,
|
| 119 |
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"normalized": false,
|
| 120 |
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"rstrip": false,
|
| 121 |
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"single_word": false,
|
| 122 |
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"special": false
|
| 123 |
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},
|
| 124 |
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"151658": {
|
| 125 |
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"content": "</tool_call>",
|
| 126 |
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"lstrip": false,
|
| 127 |
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"normalized": false,
|
| 128 |
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|
| 129 |
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"single_word": false,
|
| 130 |
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"special": false
|
| 131 |
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},
|
| 132 |
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"151659": {
|
| 133 |
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"content": "<|fim_prefix|>",
|
| 134 |
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|
| 135 |
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|
| 136 |
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|
| 137 |
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|
| 138 |
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"special": false
|
| 139 |
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},
|
| 140 |
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"151660": {
|
| 141 |
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"content": "<|fim_middle|>",
|
| 142 |
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|
| 143 |
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|
| 144 |
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|
| 145 |
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|
| 146 |
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|
| 147 |
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},
|
| 148 |
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"151661": {
|
| 149 |
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|
| 150 |
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|
| 151 |
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|
| 152 |
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|
| 153 |
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|
| 154 |
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|
| 155 |
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|
| 156 |
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"151662": {
|
| 157 |
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"content": "<|fim_pad|>",
|
| 158 |
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|
| 159 |
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|
| 160 |
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|
| 161 |
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|
| 162 |
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"special": false
|
| 163 |
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|
| 164 |
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"151663": {
|
| 165 |
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|
| 166 |
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|
| 167 |
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|
| 168 |
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|
| 169 |
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|
| 170 |
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|
| 171 |
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|
| 172 |
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"151664": {
|
| 173 |
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|
| 174 |
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|
| 175 |
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|
| 176 |
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|
| 177 |
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|
| 178 |
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|
| 179 |
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|
| 180 |
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|
| 181 |
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|
| 182 |
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|
| 183 |
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|
| 184 |
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|
| 185 |
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|
| 186 |
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|
| 187 |
+
"<|box_end|>",
|
| 188 |
+
"<|quad_start|>",
|
| 189 |
+
"<|quad_end|>",
|
| 190 |
+
"<|vision_bos|>",
|
| 191 |
+
"<|vision_eos|>",
|
| 192 |
+
"<|vision_pad|>",
|
| 193 |
+
"<|IMAGE|>",
|
| 194 |
+
"<|VIDEO|>"
|
| 195 |
+
],
|
| 196 |
+
"audio_bos_token": "<|audio_bos|>",
|
| 197 |
+
"audio_eos_token": "<|audio_eos|>",
|
| 198 |
+
"audio_token": "<|AUDIO|>",
|
| 199 |
+
"bos_token": null,
|
| 200 |
+
"chat_template": "{% set audio_count = namespace(value=0) %}{% set image_count = namespace(value=0) %}{% set video_count = namespace(value=0) %}{% for message in messages %}{% if loop.first and message['role'] != 'system' %}<|im_start|>system\nYou are a helpful assistant.<|im_end|>\n{% endif %}<|im_start|>{{ message['role'] }}\n{% if message['content'] is string %}{{ message['content'] }}<|im_end|>\n{% else %}{% for content in message['content'] %}{% if content['type'] == 'image' or 'image' in content or 'image_url' in content %}{% set image_count.value = image_count.value + 1 %}{% if add_vision_id %}Picture {{ image_count.value }}: {% endif %}<|vision_bos|><|IMAGE|><|vision_eos|>{% elif content['type'] == 'audio' or 'audio' in content or 'audio_url' in content %}{% set audio_count.value = audio_count.value + 1 %}{% if add_audio_id %}Audio {{ audio_count.value }}: {% endif %}<|audio_bos|><|AUDIO|><|audio_eos|>{% elif content['type'] == 'video' or 'video' in content %}{% set video_count.value = video_count.value + 1 %}{% if add_vision_id %}Video {{ video_count.value }}: {% endif %}<|vision_bos|><|VIDEO|><|vision_eos|>{% elif 'text' in content %}{{ content['text'] }}{% endif %}{% endfor %}<|im_end|>\n{% endif %}{% endfor %}{% if add_generation_prompt %}<|im_start|>assistant\n{% endif %}",
|
| 201 |
+
"clean_up_tokenization_spaces": false,
|
| 202 |
+
"eos_token": "<|im_end|>",
|
| 203 |
+
"errors": "replace",
|
| 204 |
+
"extra_special_tokens": {
|
| 205 |
+
"audio_bos_token": "<|audio_bos|>",
|
| 206 |
+
"audio_eos_token": "<|audio_eos|>",
|
| 207 |
+
"audio_token": "<|AUDIO|>",
|
| 208 |
+
"image_token": "<|IMAGE|>",
|
| 209 |
+
"video_token": "<|VIDEO|>",
|
| 210 |
+
"vision_bos_token": "<|vision_bos|>",
|
| 211 |
+
"vision_eos_token": "<|vision_eos|>"
|
| 212 |
+
},
|
| 213 |
+
"image_token": "<|IMAGE|>",
|
| 214 |
+
"model_max_length": 32768,
|
| 215 |
+
"pad_token": "<|endoftext|>",
|
| 216 |
+
"processor_class": "Qwen2_5OmniProcessor",
|
| 217 |
+
"split_special_tokens": false,
|
| 218 |
+
"tokenizer_class": "Qwen2Tokenizer",
|
| 219 |
+
"unk_token": null,
|
| 220 |
+
"video_token": "<|VIDEO|>",
|
| 221 |
+
"vision_bos_token": "<|vision_bos|>",
|
| 222 |
+
"vision_eos_token": "<|vision_eos|>"
|
| 223 |
+
}
|
vocab.json
ADDED
|
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|