End of training
Browse files- .gitattributes +1 -0
- README.md +58 -0
- added_tokens.json +0 -0
- chat_template.jinja +54 -0
- config.json +56 -0
- generation_config.json +8 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- special_tokens_map.json +31 -0
- tokenizer.json +3 -0
- tokenizer_config.json +0 -0
- training_args.bin +3 -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
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@@ -0,0 +1,58 @@
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| 1 |
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---
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| 2 |
+
library_name: transformers
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| 3 |
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model_name: outputs
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| 4 |
+
tags:
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| 5 |
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- generated_from_trainer
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| 6 |
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- unsloth
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| 7 |
+
- sft
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| 8 |
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- trl
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licence: license
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---
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| 11 |
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# Model Card for outputs
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| 13 |
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This model is a fine-tuned version of [None](https://huggingface.co/None).
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It has been trained using [TRL](https://github.com/huggingface/trl).
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| 16 |
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## Quick start
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| 18 |
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```python
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from transformers import pipeline
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question = "If you had a time machine, but could only go to the past or the future once and never return, which would you choose and why?"
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generator = pipeline("text-generation", model="cxlrd/outputs", device="cuda")
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output = generator([{"role": "user", "content": question}], max_new_tokens=128, return_full_text=False)[0]
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print(output["generated_text"])
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```
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## Training procedure
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[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="150" height="24"/>](https://wandb.ai/cal3bdev/huggingface/runs/8ptnmm6j)
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| 32 |
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This model was trained with SFT.
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### Framework versions
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| 36 |
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- TRL: 0.22.2
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- Transformers: 4.55.4
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- Pytorch: 2.8.0+cu126
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| 40 |
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- Datasets: 3.6.0
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| 41 |
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- Tokenizers: 0.21.4
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| 42 |
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| 43 |
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## Citations
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| 44 |
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Cite TRL as:
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```bibtex
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| 50 |
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@misc{vonwerra2022trl,
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| 51 |
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title = {{TRL: Transformer Reinforcement Learning}},
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| 52 |
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author = {Leandro von Werra and Younes Belkada and Lewis Tunstall and Edward Beeching and Tristan Thrush and Nathan Lambert and Shengyi Huang and Kashif Rasul and Quentin Gallou{\'e}dec},
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| 53 |
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year = 2020,
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| 54 |
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journal = {GitHub repository},
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| 55 |
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publisher = {GitHub},
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| 56 |
+
howpublished = {\url{https://github.com/huggingface/trl}}
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| 57 |
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}
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| 58 |
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```
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added_tokens.json
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The diff for this file is too large to render.
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chat_template.jinja
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| 1 |
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{%- if tools %}
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| 2 |
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{{- '<|im_start|>system\n' }}
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| 3 |
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{%- if messages[0]['role'] == 'system' %}
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| 4 |
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{{- messages[0]['content'] }}
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| 5 |
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{%- else %}
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| 6 |
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{{- 'You are Qwen, created by Alibaba Cloud. You are a helpful assistant.' }}
|
| 7 |
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{%- endif %}
|
| 8 |
+
{{- "\n\n# Tools\n\nYou may call one or more functions to assist with the user query.\n\nYou are provided with function signatures within <tools></tools> XML tags:\n<tools>" }}
|
| 9 |
+
{%- for tool in tools %}
|
| 10 |
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{{- "\n" }}
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| 11 |
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{{- tool | tojson }}
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| 12 |
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{%- endfor %}
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| 13 |
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{{- "\n</tools>\n\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\n<tool_call>\n{\"name\": <function-name>, \"arguments\": <args-json-object>}\n</tool_call><|im_end|>\n" }}
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| 14 |
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{%- else %}
|
| 15 |
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{%- if messages[0]['role'] == 'system' %}
|
| 16 |
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{{- '<|im_start|>system\n' + messages[0]['content'] + '<|im_end|>\n' }}
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| 17 |
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{%- else %}
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| 18 |
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{{- '<|im_start|>system\nYou are Qwen, created by Alibaba Cloud. You are a helpful assistant.<|im_end|>\n' }}
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| 19 |
+
{%- endif %}
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| 20 |
+
{%- endif %}
|
| 21 |
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{%- for message in messages %}
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| 22 |
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{%- if (message.role == "user") or (message.role == "system" and not loop.first) or (message.role == "assistant" and not message.tool_calls) %}
|
| 23 |
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{{- '<|im_start|>' + message.role + '\n' + message.content + '<|im_end|>' + '\n' }}
|
| 24 |
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{%- elif message.role == "assistant" %}
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| 25 |
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{{- '<|im_start|>' + message.role }}
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| 26 |
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{%- if message.content %}
|
| 27 |
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{{- '\n' + message.content }}
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| 28 |
+
{%- endif %}
|
| 29 |
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{%- for tool_call in message.tool_calls %}
|
| 30 |
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{%- if tool_call.function is defined %}
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| 31 |
+
{%- set tool_call = tool_call.function %}
|
| 32 |
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{%- endif %}
|
| 33 |
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{{- '\n<tool_call>\n{"name": "' }}
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| 34 |
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{{- tool_call.name }}
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| 35 |
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{{- '", "arguments": ' }}
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| 36 |
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{{- tool_call.arguments | tojson }}
|
| 37 |
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{{- '}\n</tool_call>' }}
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| 38 |
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{%- endfor %}
|
| 39 |
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{{- '<|im_end|>\n' }}
|
| 40 |
+
{%- elif message.role == "tool" %}
|
| 41 |
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{%- if (loop.index0 == 0) or (messages[loop.index0 - 1].role != "tool") %}
|
| 42 |
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{{- '<|im_start|>user' }}
|
| 43 |
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{%- endif %}
|
| 44 |
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{{- '\n<tool_response>\n' }}
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| 45 |
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{{- message.content }}
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| 46 |
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{{- '\n</tool_response>' }}
|
| 47 |
+
{%- if loop.last or (messages[loop.index0 + 1].role != "tool") %}
|
| 48 |
+
{{- '<|im_end|>\n' }}
|
| 49 |
+
{%- endif %}
|
| 50 |
+
{%- endif %}
|
| 51 |
+
{%- endfor %}
|
| 52 |
+
{%- if add_generation_prompt %}
|
| 53 |
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{{- '<|im_start|>assistant\n' }}
|
| 54 |
+
{%- endif %}
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config.json
ADDED
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{
|
| 2 |
+
"architectures": [
|
| 3 |
+
"Qwen2ForCausalLM"
|
| 4 |
+
],
|
| 5 |
+
"attention_dropout": 0.0,
|
| 6 |
+
"bos_token_id": 151643,
|
| 7 |
+
"eos_token_id": 151645,
|
| 8 |
+
"hidden_act": "silu",
|
| 9 |
+
"hidden_size": 896,
|
| 10 |
+
"initializer_range": 0.02,
|
| 11 |
+
"intermediate_size": 4864,
|
| 12 |
+
"layer_types": [
|
| 13 |
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"full_attention",
|
| 14 |
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"full_attention",
|
| 15 |
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"full_attention",
|
| 16 |
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"full_attention",
|
| 17 |
+
"full_attention",
|
| 18 |
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"full_attention",
|
| 19 |
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"full_attention",
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| 20 |
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"full_attention",
|
| 21 |
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"full_attention",
|
| 22 |
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"full_attention",
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| 23 |
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"full_attention",
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| 24 |
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"full_attention",
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| 25 |
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"full_attention",
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| 26 |
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"full_attention",
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| 27 |
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"full_attention",
|
| 28 |
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"full_attention",
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| 29 |
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"full_attention",
|
| 30 |
+
"full_attention",
|
| 31 |
+
"full_attention",
|
| 32 |
+
"full_attention",
|
| 33 |
+
"full_attention",
|
| 34 |
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"full_attention",
|
| 35 |
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"full_attention",
|
| 36 |
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"full_attention"
|
| 37 |
+
],
|
| 38 |
+
"max_position_embeddings": 32768,
|
| 39 |
+
"max_window_layers": 21,
|
| 40 |
+
"model_type": "qwen2",
|
| 41 |
+
"num_attention_heads": 14,
|
| 42 |
+
"num_hidden_layers": 24,
|
| 43 |
+
"num_key_value_heads": 2,
|
| 44 |
+
"pad_token_id": 151643,
|
| 45 |
+
"rms_norm_eps": 1e-06,
|
| 46 |
+
"rope_scaling": null,
|
| 47 |
+
"rope_theta": 1000000.0,
|
| 48 |
+
"sliding_window": null,
|
| 49 |
+
"tie_word_embeddings": true,
|
| 50 |
+
"torch_dtype": "float32",
|
| 51 |
+
"transformers_version": "4.55.4",
|
| 52 |
+
"unsloth_version": "2025.9.7",
|
| 53 |
+
"use_cache": true,
|
| 54 |
+
"use_sliding_window": false,
|
| 55 |
+
"vocab_size": 166000
|
| 56 |
+
}
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generation_config.json
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{
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| 2 |
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"_from_model_config": true,
|
| 3 |
+
"bos_token_id": 151643,
|
| 4 |
+
"eos_token_id": 151645,
|
| 5 |
+
"max_length": 32768,
|
| 6 |
+
"pad_token_id": 151643,
|
| 7 |
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"transformers_version": "4.55.4"
|
| 8 |
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}
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merges.txt
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model.safetensors
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version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:1d1e02551000a1cc1a9149a206a1481a468fc479f9336f92c641ace3fa033810
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| 3 |
+
size 2026568872
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special_tokens_map.json
ADDED
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{
|
| 2 |
+
"additional_special_tokens": [
|
| 3 |
+
"<|im_start|>",
|
| 4 |
+
"<|im_end|>",
|
| 5 |
+
"<|object_ref_start|>",
|
| 6 |
+
"<|object_ref_end|>",
|
| 7 |
+
"<|box_start|>",
|
| 8 |
+
"<|box_end|>",
|
| 9 |
+
"<|quad_start|>",
|
| 10 |
+
"<|quad_end|>",
|
| 11 |
+
"<|vision_start|>",
|
| 12 |
+
"<|vision_end|>",
|
| 13 |
+
"<|vision_pad|>",
|
| 14 |
+
"<|image_pad|>",
|
| 15 |
+
"<|video_pad|>"
|
| 16 |
+
],
|
| 17 |
+
"eos_token": {
|
| 18 |
+
"content": "<|im_end|>",
|
| 19 |
+
"lstrip": false,
|
| 20 |
+
"normalized": false,
|
| 21 |
+
"rstrip": false,
|
| 22 |
+
"single_word": false
|
| 23 |
+
},
|
| 24 |
+
"pad_token": {
|
| 25 |
+
"content": "<|endoftext|>",
|
| 26 |
+
"lstrip": false,
|
| 27 |
+
"normalized": false,
|
| 28 |
+
"rstrip": false,
|
| 29 |
+
"single_word": false
|
| 30 |
+
}
|
| 31 |
+
}
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:9c8b057d6ca205a429cc3428b9fc815f0d6ee1d53106dd5e5b129ef9db2ff057
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| 3 |
+
size 14129172
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tokenizer_config.json
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training_args.bin
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| 1 |
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version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:ef83980ad9e298e9d78bf8ac039ef4a2a6f1e04cad27eba076aae91670c9d882
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| 3 |
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size 6161
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vocab.json
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