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- qwen3_5_9b_base/hf_checkpoint/LICENSE +0 -202
- qwen3_5_9b_base/hf_checkpoint/README.md +0 -78
- qwen3_5_9b_base/hf_checkpoint/config.json +0 -106
- qwen3_5_9b_base/hf_checkpoint/generation_config.json +0 -4
- qwen3_5_9b_base/hf_checkpoint/merges.txt +0 -0
- qwen3_5_9b_base/hf_checkpoint/model.safetensors-00001-of-00004.safetensors +0 -3
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- qwen3_5_9b_base/hf_checkpoint/model.safetensors-00004-of-00004.safetensors +0 -3
- qwen3_5_9b_base/hf_checkpoint/model.safetensors.index.json +0 -782
- qwen3_5_9b_base/hf_checkpoint/preprocessor_config.json +0 -21
- qwen3_5_9b_base/hf_checkpoint/tokenizer.json +0 -3
- qwen3_5_9b_base/hf_checkpoint/tokenizer_config.json +0 -305
- qwen3_5_9b_base/hf_checkpoint/video_preprocessor_config.json +0 -21
- qwen3_5_9b_base/hf_checkpoint/vocab.json +0 -0
- qwen3_5_9b_base/torch_dist/latest_checkpointed_iteration.txt +0 -1
- qwen3_5_9b_base/torch_dist/release/.metadata +0 -3
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- qwen3_5_9b_base/torch_dist/release/metadata.json +0 -1
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qwen3_5_9b_base/hf_checkpoint/README.md
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|
@@ -1,78 +0,0 @@
|
|
| 1 |
-
---
|
| 2 |
-
library_name: transformers
|
| 3 |
-
license: apache-2.0
|
| 4 |
-
license_link: https://huggingface.co/Qwen/Qwen3.5-9B-Base/blob/main/LICENSE
|
| 5 |
-
pipeline_tag: image-text-to-text
|
| 6 |
-
---
|
| 7 |
-
|
| 8 |
-
# Qwen3.5-9B-Base
|
| 9 |
-
|
| 10 |
-
<img width="400px" src="https://qianwen-res.oss-accelerate.aliyuncs.com/logo_qwen3.5.png">
|
| 11 |
-
|
| 12 |
-
[](https://chat.qwen.ai)
|
| 13 |
-
|
| 14 |
-
> [!Note]
|
| 15 |
-
> This repository contains model weights and configuration files for the pre-trained only model in the Hugging Face Transformers format.
|
| 16 |
-
>
|
| 17 |
-
> These artifacts are compatible with Hugging Face Transformers, vLLM, SGLang, etc.
|
| 18 |
-
>
|
| 19 |
-
> The intended use cases are fine-tuning, in-context learning experiments, and other research or development purposes, not direct interaction.
|
| 20 |
-
> However, the control tokens, e.g., `<|im_start|>` and `<|im_end|>` were trained to allow efficient LoRA-style PEFT with the official chat template, mitigating the need to finetune embeddings, a significant optimization given Qwen3.5's larger vocabulary.
|
| 21 |
-
|
| 22 |
-
|
| 23 |
-
Over recent months, we have intensified our focus on developing foundation models that deliver exceptional utility and performance. Qwen3.5 represents a significant leap forward, integrating breakthroughs in multimodal learning, architectural efficiency, reinforcement learning scale, and global accessibility to empower developers and enterprises with unprecedented capability and efficiency.
|
| 24 |
-
|
| 25 |
-
## Qwen3.5 Highlights
|
| 26 |
-
|
| 27 |
-
Qwen3.5 features the following enhancement:
|
| 28 |
-
|
| 29 |
-
- **Unified Vision-Language Foundation**: Early fusion training on multimodal tokens achieves cross-generational parity with Qwen3 and outperforms Qwen3-VL models across reasoning, coding, agents, and visual understanding benchmarks.
|
| 30 |
-
|
| 31 |
-
- **Efficient Hybrid Architecture**: Gated Delta Networks combined with sparse Mixture-of-Experts deliver high-throughput inference with minimal latency and cost overhead.
|
| 32 |
-
|
| 33 |
-
- **Scalable RL Generalization**: Reinforcement learning scaled across million-agent environments with progressively complex task distributions for robust real-world adaptability.
|
| 34 |
-
|
| 35 |
-
- **Global Linguistic Coverage**: Expanded support to 201 languages and dialects, enabling inclusive, worldwide deployment with nuanced cultural and regional understanding.
|
| 36 |
-
|
| 37 |
-
- **Next-Generation Training Infrastructure**: Near-100% multimodal training efficiency compared to text-only training and asynchronous RL frameworks supporting massive-scale agent scaffolds and environment orchestration.
|
| 38 |
-
|
| 39 |
-
|
| 40 |
-
For more details, please refer to our blog post [Qwen3.5](https://qwen.ai/blog?id=qwen3.5).
|
| 41 |
-
|
| 42 |
-
|
| 43 |
-
## Model Overview
|
| 44 |
-
|
| 45 |
-
- Type: Causal Language Model with Vision Encoder
|
| 46 |
-
- Training Stage: Pre-training & Post-training
|
| 47 |
-
- Language Model
|
| 48 |
-
- Number of Parameters: 9B
|
| 49 |
-
- Hidden Dimension: 4096
|
| 50 |
-
- Token Embedding: 248320 (Padded)
|
| 51 |
-
- Number of Layers: 32
|
| 52 |
-
- Hidden Layout: 8 × (3 × (Gated DeltaNet → FFN) → 1 × (Gated Attention → FFN))
|
| 53 |
-
- Gated DeltaNet:
|
| 54 |
-
- Number of Linear Attention Heads: 32 for V and 16 for QK
|
| 55 |
-
- Head Dimension: 128
|
| 56 |
-
- Gated Attention:
|
| 57 |
-
- Number of Attention Heads: 16 for Q and 4 for KV
|
| 58 |
-
- Head Dimension: 256
|
| 59 |
-
- Rotary Position Embedding Dimension: 64
|
| 60 |
-
- Feed Forward Network:
|
| 61 |
-
- Intermediate Dimension: 12288
|
| 62 |
-
- LM Output: 248320 (Padded)
|
| 63 |
-
- MTP: trained with multi-steps
|
| 64 |
-
- Context Length: 262,144 natively and extensible up to 1,010,000 tokens.
|
| 65 |
-
|
| 66 |
-
### Citation
|
| 67 |
-
|
| 68 |
-
If you find our work helpful, feel free to give us a cite.
|
| 69 |
-
|
| 70 |
-
```bibtex
|
| 71 |
-
@misc{qwen3.5,
|
| 72 |
-
title = {{Qwen3.5}: Towards Native Multimodal Agents},
|
| 73 |
-
author = {{Qwen Team}},
|
| 74 |
-
month = {February},
|
| 75 |
-
year = {2026},
|
| 76 |
-
url = {https://qwen.ai/blog?id=qwen3.5}
|
| 77 |
-
}
|
| 78 |
-
```
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qwen3_5_9b_base/hf_checkpoint/config.json
DELETED
|
@@ -1,106 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"architectures": [
|
| 3 |
-
"Qwen3_5ForConditionalGeneration"
|
| 4 |
-
],
|
| 5 |
-
"image_token_id": 248056,
|
| 6 |
-
"model_type": "qwen3_5",
|
| 7 |
-
"text_config": {
|
| 8 |
-
"attention_bias": false,
|
| 9 |
-
"attention_dropout": 0.0,
|
| 10 |
-
"attn_output_gate": true,
|
| 11 |
-
"dtype": "bfloat16",
|
| 12 |
-
"eos_token_id": 248046,
|
| 13 |
-
"full_attention_interval": 4,
|
| 14 |
-
"head_dim": 256,
|
| 15 |
-
"hidden_act": "silu",
|
| 16 |
-
"hidden_size": 4096,
|
| 17 |
-
"initializer_range": 0.02,
|
| 18 |
-
"intermediate_size": 12288,
|
| 19 |
-
"layer_types": [
|
| 20 |
-
"linear_attention",
|
| 21 |
-
"linear_attention",
|
| 22 |
-
"linear_attention",
|
| 23 |
-
"full_attention",
|
| 24 |
-
"linear_attention",
|
| 25 |
-
"linear_attention",
|
| 26 |
-
"linear_attention",
|
| 27 |
-
"full_attention",
|
| 28 |
-
"linear_attention",
|
| 29 |
-
"linear_attention",
|
| 30 |
-
"linear_attention",
|
| 31 |
-
"full_attention",
|
| 32 |
-
"linear_attention",
|
| 33 |
-
"linear_attention",
|
| 34 |
-
"linear_attention",
|
| 35 |
-
"full_attention",
|
| 36 |
-
"linear_attention",
|
| 37 |
-
"linear_attention",
|
| 38 |
-
"linear_attention",
|
| 39 |
-
"full_attention",
|
| 40 |
-
"linear_attention",
|
| 41 |
-
"linear_attention",
|
| 42 |
-
"linear_attention",
|
| 43 |
-
"full_attention",
|
| 44 |
-
"linear_attention",
|
| 45 |
-
"linear_attention",
|
| 46 |
-
"linear_attention",
|
| 47 |
-
"full_attention",
|
| 48 |
-
"linear_attention",
|
| 49 |
-
"linear_attention",
|
| 50 |
-
"linear_attention",
|
| 51 |
-
"full_attention"
|
| 52 |
-
],
|
| 53 |
-
"linear_conv_kernel_dim": 4,
|
| 54 |
-
"linear_key_head_dim": 128,
|
| 55 |
-
"linear_num_key_heads": 16,
|
| 56 |
-
"linear_num_value_heads": 32,
|
| 57 |
-
"linear_value_head_dim": 128,
|
| 58 |
-
"max_position_embeddings": 262144,
|
| 59 |
-
"mlp_only_layers": [],
|
| 60 |
-
"model_type": "qwen3_5_text",
|
| 61 |
-
"mtp_num_hidden_layers": 1,
|
| 62 |
-
"mtp_use_dedicated_embeddings": false,
|
| 63 |
-
"num_attention_heads": 16,
|
| 64 |
-
"num_hidden_layers": 32,
|
| 65 |
-
"num_key_value_heads": 4,
|
| 66 |
-
"rms_norm_eps": 1e-06,
|
| 67 |
-
"use_cache": true,
|
| 68 |
-
"vocab_size": 248320,
|
| 69 |
-
"mamba_ssm_dtype": "float32",
|
| 70 |
-
"rope_parameters": {
|
| 71 |
-
"mrope_interleaved": true,
|
| 72 |
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"mrope_section": [
|
| 73 |
-
11,
|
| 74 |
-
11,
|
| 75 |
-
10
|
| 76 |
-
],
|
| 77 |
-
"rope_type": "default",
|
| 78 |
-
"rope_theta": 10000000,
|
| 79 |
-
"partial_rotary_factor": 0.25
|
| 80 |
-
},
|
| 81 |
-
"pad_token_id": 248044
|
| 82 |
-
},
|
| 83 |
-
"tie_word_embeddings": false,
|
| 84 |
-
"transformers_version": "4.57.0.dev0",
|
| 85 |
-
"video_token_id": 248057,
|
| 86 |
-
"vision_config": {
|
| 87 |
-
"deepstack_visual_indexes": [],
|
| 88 |
-
"depth": 27,
|
| 89 |
-
"hidden_act": "gelu_pytorch_tanh",
|
| 90 |
-
"hidden_size": 1152,
|
| 91 |
-
"in_channels": 3,
|
| 92 |
-
"initializer_range": 0.02,
|
| 93 |
-
"intermediate_size": 4304,
|
| 94 |
-
"model_type": "qwen3_5",
|
| 95 |
-
"num_heads": 16,
|
| 96 |
-
"num_position_embeddings": 2304,
|
| 97 |
-
"out_hidden_size": 4096,
|
| 98 |
-
"patch_size": 16,
|
| 99 |
-
"spatial_merge_size": 2,
|
| 100 |
-
"temporal_patch_size": 2
|
| 101 |
-
},
|
| 102 |
-
"vision_end_token_id": 248054,
|
| 103 |
-
"vision_start_token_id": 248053,
|
| 104 |
-
"eos_token_id": 248046,
|
| 105 |
-
"pad_token_id": 248044
|
| 106 |
-
}
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qwen3_5_9b_base/hf_checkpoint/generation_config.json
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{
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| 2 |
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"eos_token_id": 248046,
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"pad_token_id": 248044
|
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}
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qwen3_5_9b_base/hf_checkpoint/merges.txt
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qwen3_5_9b_base/hf_checkpoint/model.safetensors-00001-of-00004.safetensors
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|
qwen3_5_9b_base/hf_checkpoint/preprocessor_config.json
DELETED
|
@@ -1,21 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"size": {
|
| 3 |
-
"longest_edge": 16777216,
|
| 4 |
-
"shortest_edge": 65536
|
| 5 |
-
},
|
| 6 |
-
"patch_size": 16,
|
| 7 |
-
"temporal_patch_size": 2,
|
| 8 |
-
"merge_size": 2,
|
| 9 |
-
"image_mean": [
|
| 10 |
-
0.5,
|
| 11 |
-
0.5,
|
| 12 |
-
0.5
|
| 13 |
-
],
|
| 14 |
-
"image_std": [
|
| 15 |
-
0.5,
|
| 16 |
-
0.5,
|
| 17 |
-
0.5
|
| 18 |
-
],
|
| 19 |
-
"processor_class": "Qwen3VLProcessor",
|
| 20 |
-
"image_processor_type": "Qwen2VLImageProcessorFast"
|
| 21 |
-
}
|
|
|
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|
|
qwen3_5_9b_base/hf_checkpoint/tokenizer.json
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:fe000e3ed39ed12b8d2481d527d44f93c65d37e87645d2dcc80d1bf9d50d2927
|
| 3 |
-
size 12807196
|
|
|
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|
|
qwen3_5_9b_base/hf_checkpoint/tokenizer_config.json
DELETED
|
@@ -1,305 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"add_prefix_space": false,
|
| 3 |
-
"added_tokens_decoder": {
|
| 4 |
-
"248044": {
|
| 5 |
-
"content": "<|endoftext|>",
|
| 6 |
-
"lstrip": false,
|
| 7 |
-
"normalized": false,
|
| 8 |
-
"rstrip": false,
|
| 9 |
-
"single_word": false,
|
| 10 |
-
"special": true
|
| 11 |
-
},
|
| 12 |
-
"248045": {
|
| 13 |
-
"content": "<|im_start|>",
|
| 14 |
-
"lstrip": false,
|
| 15 |
-
"normalized": false,
|
| 16 |
-
"rstrip": false,
|
| 17 |
-
"single_word": false,
|
| 18 |
-
"special": true
|
| 19 |
-
},
|
| 20 |
-
"248046": {
|
| 21 |
-
"content": "<|im_end|>",
|
| 22 |
-
"lstrip": false,
|
| 23 |
-
"normalized": false,
|
| 24 |
-
"rstrip": false,
|
| 25 |
-
"single_word": false,
|
| 26 |
-
"special": true
|
| 27 |
-
},
|
| 28 |
-
"248047": {
|
| 29 |
-
"content": "<|object_ref_start|>",
|
| 30 |
-
"lstrip": false,
|
| 31 |
-
"normalized": false,
|
| 32 |
-
"rstrip": false,
|
| 33 |
-
"single_word": false,
|
| 34 |
-
"special": true
|
| 35 |
-
},
|
| 36 |
-
"248048": {
|
| 37 |
-
"content": "<|object_ref_end|>",
|
| 38 |
-
"lstrip": false,
|
| 39 |
-
"normalized": false,
|
| 40 |
-
"rstrip": false,
|
| 41 |
-
"single_word": false,
|
| 42 |
-
"special": true
|
| 43 |
-
},
|
| 44 |
-
"248049": {
|
| 45 |
-
"content": "<|box_start|>",
|
| 46 |
-
"lstrip": false,
|
| 47 |
-
"normalized": false,
|
| 48 |
-
"rstrip": false,
|
| 49 |
-
"single_word": false,
|
| 50 |
-
"special": true
|
| 51 |
-
},
|
| 52 |
-
"248050": {
|
| 53 |
-
"content": "<|box_end|>",
|
| 54 |
-
"lstrip": false,
|
| 55 |
-
"normalized": false,
|
| 56 |
-
"rstrip": false,
|
| 57 |
-
"single_word": false,
|
| 58 |
-
"special": true
|
| 59 |
-
},
|
| 60 |
-
"248051": {
|
| 61 |
-
"content": "<|quad_start|>",
|
| 62 |
-
"lstrip": false,
|
| 63 |
-
"normalized": false,
|
| 64 |
-
"rstrip": false,
|
| 65 |
-
"single_word": false,
|
| 66 |
-
"special": true
|
| 67 |
-
},
|
| 68 |
-
"248052": {
|
| 69 |
-
"content": "<|quad_end|>",
|
| 70 |
-
"lstrip": false,
|
| 71 |
-
"normalized": false,
|
| 72 |
-
"rstrip": false,
|
| 73 |
-
"single_word": false,
|
| 74 |
-
"special": true
|
| 75 |
-
},
|
| 76 |
-
"248053": {
|
| 77 |
-
"content": "<|vision_start|>",
|
| 78 |
-
"lstrip": false,
|
| 79 |
-
"normalized": false,
|
| 80 |
-
"rstrip": false,
|
| 81 |
-
"single_word": false,
|
| 82 |
-
"special": true
|
| 83 |
-
},
|
| 84 |
-
"248054": {
|
| 85 |
-
"content": "<|vision_end|>",
|
| 86 |
-
"lstrip": false,
|
| 87 |
-
"normalized": false,
|
| 88 |
-
"rstrip": false,
|
| 89 |
-
"single_word": false,
|
| 90 |
-
"special": true
|
| 91 |
-
},
|
| 92 |
-
"248055": {
|
| 93 |
-
"content": "<|vision_pad|>",
|
| 94 |
-
"lstrip": false,
|
| 95 |
-
"normalized": false,
|
| 96 |
-
"rstrip": false,
|
| 97 |
-
"single_word": false,
|
| 98 |
-
"special": true
|
| 99 |
-
},
|
| 100 |
-
"248056": {
|
| 101 |
-
"content": "<|image_pad|>",
|
| 102 |
-
"lstrip": false,
|
| 103 |
-
"normalized": false,
|
| 104 |
-
"rstrip": false,
|
| 105 |
-
"single_word": false,
|
| 106 |
-
"special": true
|
| 107 |
-
},
|
| 108 |
-
"248057": {
|
| 109 |
-
"content": "<|video_pad|>",
|
| 110 |
-
"lstrip": false,
|
| 111 |
-
"normalized": false,
|
| 112 |
-
"rstrip": false,
|
| 113 |
-
"single_word": false,
|
| 114 |
-
"special": true
|
| 115 |
-
},
|
| 116 |
-
"248058": {
|
| 117 |
-
"content": "<tool_call>",
|
| 118 |
-
"lstrip": false,
|
| 119 |
-
"normalized": false,
|
| 120 |
-
"rstrip": false,
|
| 121 |
-
"single_word": false,
|
| 122 |
-
"special": false
|
| 123 |
-
},
|
| 124 |
-
"248059": {
|
| 125 |
-
"content": "</tool_call>",
|
| 126 |
-
"lstrip": false,
|
| 127 |
-
"normalized": false,
|
| 128 |
-
"rstrip": false,
|
| 129 |
-
"single_word": false,
|
| 130 |
-
"special": false
|
| 131 |
-
},
|
| 132 |
-
"248060": {
|
| 133 |
-
"content": "<|fim_prefix|>",
|
| 134 |
-
"lstrip": false,
|
| 135 |
-
"normalized": false,
|
| 136 |
-
"rstrip": false,
|
| 137 |
-
"single_word": false,
|
| 138 |
-
"special": false
|
| 139 |
-
},
|
| 140 |
-
"248061": {
|
| 141 |
-
"content": "<|fim_middle|>",
|
| 142 |
-
"lstrip": false,
|
| 143 |
-
"normalized": false,
|
| 144 |
-
"rstrip": false,
|
| 145 |
-
"single_word": false,
|
| 146 |
-
"special": false
|
| 147 |
-
},
|
| 148 |
-
"248062": {
|
| 149 |
-
"content": "<|fim_suffix|>",
|
| 150 |
-
"lstrip": false,
|
| 151 |
-
"normalized": false,
|
| 152 |
-
"rstrip": false,
|
| 153 |
-
"single_word": false,
|
| 154 |
-
"special": false
|
| 155 |
-
},
|
| 156 |
-
"248063": {
|
| 157 |
-
"content": "<|fim_pad|>",
|
| 158 |
-
"lstrip": false,
|
| 159 |
-
"normalized": false,
|
| 160 |
-
"rstrip": false,
|
| 161 |
-
"single_word": false,
|
| 162 |
-
"special": false
|
| 163 |
-
},
|
| 164 |
-
"248064": {
|
| 165 |
-
"content": "<|repo_name|>",
|
| 166 |
-
"lstrip": false,
|
| 167 |
-
"normalized": false,
|
| 168 |
-
"rstrip": false,
|
| 169 |
-
"single_word": false,
|
| 170 |
-
"special": false
|
| 171 |
-
},
|
| 172 |
-
"248065": {
|
| 173 |
-
"content": "<|file_sep|>",
|
| 174 |
-
"lstrip": false,
|
| 175 |
-
"normalized": false,
|
| 176 |
-
"rstrip": false,
|
| 177 |
-
"single_word": false,
|
| 178 |
-
"special": false
|
| 179 |
-
},
|
| 180 |
-
"248066": {
|
| 181 |
-
"content": "<tool_response>",
|
| 182 |
-
"lstrip": false,
|
| 183 |
-
"normalized": false,
|
| 184 |
-
"rstrip": false,
|
| 185 |
-
"single_word": false,
|
| 186 |
-
"special": false
|
| 187 |
-
},
|
| 188 |
-
"248067": {
|
| 189 |
-
"content": "</tool_response>",
|
| 190 |
-
"lstrip": false,
|
| 191 |
-
"normalized": false,
|
| 192 |
-
"rstrip": false,
|
| 193 |
-
"single_word": false,
|
| 194 |
-
"special": false
|
| 195 |
-
},
|
| 196 |
-
"248068": {
|
| 197 |
-
"content": "<think>",
|
| 198 |
-
"lstrip": false,
|
| 199 |
-
"normalized": false,
|
| 200 |
-
"rstrip": false,
|
| 201 |
-
"single_word": false,
|
| 202 |
-
"special": false
|
| 203 |
-
},
|
| 204 |
-
"248069": {
|
| 205 |
-
"content": "</think>",
|
| 206 |
-
"lstrip": false,
|
| 207 |
-
"normalized": false,
|
| 208 |
-
"rstrip": false,
|
| 209 |
-
"single_word": false,
|
| 210 |
-
"special": false
|
| 211 |
-
},
|
| 212 |
-
"248070": {
|
| 213 |
-
"content": "<|audio_start|>",
|
| 214 |
-
"lstrip": false,
|
| 215 |
-
"normalized": false,
|
| 216 |
-
"rstrip": false,
|
| 217 |
-
"single_word": false,
|
| 218 |
-
"special": true
|
| 219 |
-
},
|
| 220 |
-
"248071": {
|
| 221 |
-
"content": "<|audio_end|>",
|
| 222 |
-
"lstrip": false,
|
| 223 |
-
"normalized": false,
|
| 224 |
-
"rstrip": false,
|
| 225 |
-
"single_word": false,
|
| 226 |
-
"special": true
|
| 227 |
-
},
|
| 228 |
-
"248072": {
|
| 229 |
-
"content": "<tts_pad>",
|
| 230 |
-
"lstrip": false,
|
| 231 |
-
"normalized": false,
|
| 232 |
-
"rstrip": false,
|
| 233 |
-
"single_word": false,
|
| 234 |
-
"special": true
|
| 235 |
-
},
|
| 236 |
-
"248073": {
|
| 237 |
-
"content": "<tts_text_bos>",
|
| 238 |
-
"lstrip": false,
|
| 239 |
-
"normalized": false,
|
| 240 |
-
"rstrip": false,
|
| 241 |
-
"single_word": false,
|
| 242 |
-
"special": true
|
| 243 |
-
},
|
| 244 |
-
"248074": {
|
| 245 |
-
"content": "<tts_text_eod>",
|
| 246 |
-
"lstrip": false,
|
| 247 |
-
"normalized": false,
|
| 248 |
-
"rstrip": false,
|
| 249 |
-
"single_word": false,
|
| 250 |
-
"special": true
|
| 251 |
-
},
|
| 252 |
-
"248075": {
|
| 253 |
-
"content": "<tts_text_bos_single>",
|
| 254 |
-
"lstrip": false,
|
| 255 |
-
"normalized": false,
|
| 256 |
-
"rstrip": false,
|
| 257 |
-
"single_word": false,
|
| 258 |
-
"special": true
|
| 259 |
-
},
|
| 260 |
-
"248076": {
|
| 261 |
-
"content": "<|audio_pad|>",
|
| 262 |
-
"lstrip": false,
|
| 263 |
-
"normalized": false,
|
| 264 |
-
"rstrip": false,
|
| 265 |
-
"single_word": false,
|
| 266 |
-
"special": true
|
| 267 |
-
}
|
| 268 |
-
},
|
| 269 |
-
"additional_special_tokens": [
|
| 270 |
-
"<|im_start|>",
|
| 271 |
-
"<|im_end|>",
|
| 272 |
-
"<|object_ref_start|>",
|
| 273 |
-
"<|object_ref_end|>",
|
| 274 |
-
"<|box_start|>",
|
| 275 |
-
"<|box_end|>",
|
| 276 |
-
"<|quad_start|>",
|
| 277 |
-
"<|quad_end|>",
|
| 278 |
-
"<|vision_start|>",
|
| 279 |
-
"<|vision_end|>",
|
| 280 |
-
"<|vision_pad|>",
|
| 281 |
-
"<|image_pad|>",
|
| 282 |
-
"<|video_pad|>"
|
| 283 |
-
],
|
| 284 |
-
"bos_token": null,
|
| 285 |
-
"chat_template": "{%- set image_count = namespace(value=0) %}\n{%- set video_count = namespace(value=0) %}\n{%- macro render_content(content, do_vision_count, is_system_content=false) %}\n {%- if content is string %}\n {{- content }}\n {%- elif content is iterable and content is not mapping %}\n {%- for item in content %}\n {%- if 'image' in item or 'image_url' in item or item.type == 'image' %}\n {%- if is_system_content %}\n {{- raise_exception('System message cannot contain images.') }}\n {%- endif %}\n {%- if do_vision_count %}\n {%- set image_count.value = image_count.value + 1 %}\n {%- endif %}\n {%- if add_vision_id %}\n {{- 'Picture ' ~ image_count.value ~ ': ' }}\n {%- endif %}\n {{- '<|vision_start|><|image_pad|><|vision_end|>' }}\n {%- elif 'video' in item or item.type == 'video' %}\n {%- if is_system_content %}\n {{- raise_exception('System message cannot contain videos.') }}\n {%- endif %}\n {%- if do_vision_count %}\n {%- set video_count.value = video_count.value + 1 %}\n {%- endif %}\n {%- if add_vision_id %}\n {{- 'Video ' ~ video_count.value ~ ': ' }}\n {%- endif %}\n {{- '<|vision_start|><|video_pad|><|vision_end|>' }}\n {%- elif 'text' in item %}\n {{- item.text }}\n {%- else %}\n {{- raise_exception('Unexpected item type in content.') }}\n {%- endif %}\n {%- endfor %}\n {%- elif content is none or content is undefined %}\n {{- '' }}\n {%- else %}\n {{- raise_exception('Unexpected content type.') }}\n {%- endif %}\n{%- endmacro %}\n{%- if not messages %}\n {{- raise_exception('No messages provided.') }}\n{%- endif %}\n{%- if tools and tools is iterable and tools is not mapping %}\n {{- '<|im_start|>system\\n' }}\n {{- \"# Tools\\n\\nYou have access to the following functions:\\n\\n<tools>\" }}\n {%- for tool in tools %}\n {{- \"\\n\" }}\n {{- tool | tojson }}\n {%- endfor %}\n {{- \"\\n</tools>\" }}\n {{- '\\n\\nIf you choose to call a function ONLY reply in the following format with NO suffix:\\n\\n<tool_call>\\n<function=example_function_name>\\n<parameter=example_parameter_1>\\nvalue_1\\n</parameter>\\n<parameter=example_parameter_2>\\nThis is the value for the second parameter\\nthat can span\\nmultiple lines\\n</parameter>\\n</function>\\n</tool_call>\\n\\n<IMPORTANT>\\nReminder:\\n- Function calls MUST follow the specified format: an inner <function=...></function> block must be nested within <tool_call></tool_call> XML tags\\n- Required parameters MUST be specified\\n- You may provide optional reasoning for your function call in natural language BEFORE the function call, but NOT after\\n- If there is no function call available, answer the question like normal with your current knowledge and do not tell the user about function calls\\n</IMPORTANT>' }}\n {%- if messages[0].role == 'system' %}\n {%- set content = render_content(messages[0].content, false, true)|trim %}\n {%- if content %}\n {{- '\\n\\n' + content }}\n {%- endif %}\n {%- endif %}\n {{- '<|im_end|>\\n' }}\n{%- else %}\n {%- if messages[0].role == 'system' %}\n {%- set content = render_content(messages[0].content, false, true)|trim %}\n {{- '<|im_start|>system\\n' + content + '<|im_end|>\\n' }}\n {%- endif %}\n{%- endif %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}\n{%- for message in messages[::-1] %}\n {%- set index = (messages|length - 1) - loop.index0 %}\n {%- if ns.multi_step_tool and message.role == \"user\" %}\n {%- set content = render_content(message.content, false)|trim %}\n {%- if not(content.startswith('<tool_response>') and content.endswith('</tool_response>')) %}\n {%- set ns.multi_step_tool = false %}\n {%- set ns.last_query_index = index %}\n {%- endif %}\n {%- endif %}\n{%- endfor %}\n{%- if ns.multi_step_tool %}\n {{- raise_exception('No user query found in messages.') }}\n{%- endif %}\n{%- for message in messages %}\n {%- set content = render_content(message.content, true)|trim %}\n {%- if message.role == \"system\" %}\n {%- if not loop.first %}\n {{- raise_exception('System message must be at the beginning.') }}\n {%- endif %}\n {%- elif message.role == \"user\" %}\n {{- '<|im_start|>' + message.role + '\\n' + content + '<|im_end|>' + '\\n' }}\n {%- elif message.role == \"assistant\" %}\n {%- set reasoning_content = '' %}\n {%- if message.reasoning_content is string %}\n {%- set reasoning_content = message.reasoning_content %}\n {%- else %}\n {%- if '</think>' in content %}\n {%- set reasoning_content = content.split('</think>')[0].rstrip('\\n').split('<think>')[-1].lstrip('\\n') %}\n {%- set content = content.split('</think>')[-1].lstrip('\\n') %}\n {%- endif %}\n {%- endif %}\n {%- set reasoning_content = reasoning_content|trim %}\n {%- if loop.index0 > ns.last_query_index %}\n {{- '<|im_start|>' + message.role + '\\n<think>\\n' + reasoning_content + '\\n</think>\\n\\n' + content }}\n {%- else %}\n {{- '<|im_start|>' + message.role + '\\n' + content }}\n {%- endif %}\n {%- if message.tool_calls and message.tool_calls is iterable and message.tool_calls is not mapping %}\n {%- for tool_call in message.tool_calls %}\n {%- if tool_call.function is defined %}\n {%- set tool_call = tool_call.function %}\n {%- endif %}\n {%- if loop.first %}\n {%- if content|trim %}\n {{- '\\n\\n<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n {%- else %}\n {{- '<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n {%- endif %}\n {%- else %}\n {{- '\\n<tool_call>\\n<function=' + tool_call.name + '>\\n' }}\n {%- endif %}\n {%- if tool_call.arguments is defined %}\n {%- for args_name, args_value in tool_call.arguments|items %}\n {{- '<parameter=' + args_name + '>\\n' }}\n {%- set args_value = args_value | tojson | safe if args_value is mapping or (args_value is sequence and args_value is not string) else args_value | string %}\n {{- args_value }}\n {{- '\\n</parameter>\\n' }}\n {%- endfor %}\n {%- endif %}\n {{- '</function>\\n</tool_call>' }}\n {%- endfor %}\n {%- endif %}\n {{- '<|im_end|>\\n' }}\n {%- elif message.role == \"tool\" %}\n {%- if loop.previtem and loop.previtem.role != \"tool\" %}\n {{- '<|im_start|>user' }}\n {%- endif %}\n {{- '\\n<tool_response>\\n' }}\n {{- content }}\n {{- '\\n</tool_response>' }}\n {%- if not loop.last and loop.nextitem.role != \"tool\" %}\n {{- '<|im_end|>\\n' }}\n {%- elif loop.last %}\n {{- '<|im_end|>\\n' }}\n {%- endif %}\n {%- else %}\n {{- raise_exception('Unexpected message role.') }}\n {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n {{- '<|im_start|>assistant\\n' }}\n {%- if enable_thinking is defined and enable_thinking is false %}\n {{- '<think>\\n\\n</think>\\n\\n' }}\n {%- else %}\n {{- '<think>\\n' }}\n {%- endif %}\n{%- endif %}",
|
| 286 |
-
"clean_up_tokenization_spaces": false,
|
| 287 |
-
"eos_token": "<|im_end|>",
|
| 288 |
-
"errors": "replace",
|
| 289 |
-
"model_max_length": 262144,
|
| 290 |
-
"pad_token": "<|endoftext|>",
|
| 291 |
-
"split_special_tokens": false,
|
| 292 |
-
"tokenizer_class": "Qwen2Tokenizer",
|
| 293 |
-
"unk_token": null,
|
| 294 |
-
"add_bos_token": false,
|
| 295 |
-
"pretokenize_regex": "(?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\\r\\n\\p{L}\\p{N}]?[\\p{L}\\p{M}]+|\\p{N}| ?[^\\s\\p{L}\\p{M}\\p{N}]+[\\r\\n]*|\\s*[\\r\\n]+|\\s+(?!\\S)|\\s+",
|
| 296 |
-
"extra_special_tokens": {
|
| 297 |
-
"audio_bos_token": "<|audio_start|>",
|
| 298 |
-
"audio_eos_token": "<|audio_end|>",
|
| 299 |
-
"audio_token": "<|audio_pad|>",
|
| 300 |
-
"image_token": "<|image_pad|>",
|
| 301 |
-
"video_token": "<|video_pad|>",
|
| 302 |
-
"vision_bos_token": "<|vision_start|>",
|
| 303 |
-
"vision_eos_token": "<|vision_end|>"
|
| 304 |
-
}
|
| 305 |
-
}
|
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qwen3_5_9b_base/hf_checkpoint/video_preprocessor_config.json
DELETED
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@@ -1,21 +0,0 @@
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qwen3_5_9b_base/hf_checkpoint/vocab.json
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qwen3_5_9b_base/torch_dist/latest_checkpointed_iteration.txt
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qwen3_5_9b_base/torch_dist/release/__0_0.distcp
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qwen3_5_9b_base/torch_dist/release/metadata.json
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