Training in progress, step 100
Browse files- .gitattributes +2 -0
- README.md +68 -0
- config.json +28 -0
- generation_config.json +6 -0
- last_checkpoint/config.json +28 -0
- last_checkpoint/generation_config.json +6 -0
- last_checkpoint/model-00001-of-00004.safetensors +3 -0
- last_checkpoint/model-00002-of-00004.safetensors +3 -0
- last_checkpoint/model-00003-of-00004.safetensors +3 -0
- last_checkpoint/model-00004-of-00004.safetensors +3 -0
- last_checkpoint/model.safetensors.index.json +334 -0
- last_checkpoint/special_tokens_map.json +30 -0
- last_checkpoint/tokenizer.json +3 -0
- last_checkpoint/tokenizer_config.json +0 -0
- last_checkpoint/training_args.bin +3 -0
- model-00001-of-00004.safetensors +3 -0
- model-00002-of-00004.safetensors +3 -0
- model-00003-of-00004.safetensors +3 -0
- model-00004-of-00004.safetensors +3 -0
- model.safetensors.index.json +334 -0
- special_tokens_map.json +30 -0
- tokenizer.json +3 -0
- tokenizer_config.json +0 -0
- training_args.bin +3 -0
.gitattributes
CHANGED
@@ -33,3 +33,5 @@ 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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*.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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last_checkpoint/tokenizer.json 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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---
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base_model: mistralai/Ministral-8B-Instruct-2410
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library_name: transformers
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model_name: self-reflect_ministral8Bit_mg_star-dpo
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tags:
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- generated_from_trainer
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- trl
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- dpo
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licence: license
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---
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# Model Card for self-reflect_ministral8Bit_mg_star-dpo
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This model is a fine-tuned version of [mistralai/Ministral-8B-Instruct-2410](https://huggingface.co/mistralai/Ministral-8B-Instruct-2410).
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It has been trained using [TRL](https://github.com/huggingface/trl).
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## Quick start
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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="RyanYr/self-reflect_ministral8Bit_mg_star-dpo", 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/yyr/huggingface/runs/9hk7uc5y)
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This model was trained with DPO, a method introduced in [Direct Preference Optimization: Your Language Model is Secretly a Reward Model](https://huggingface.co/papers/2305.18290).
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### Framework versions
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- TRL: 0.12.0.dev0
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- Transformers: 4.45.2
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- Pytorch: 2.4.0
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- Datasets: 3.1.0
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- Tokenizers: 0.20.3
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## Citations
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Cite DPO as:
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```bibtex
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@inproceedings{rafailov2023direct,
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title = {{Direct Preference Optimization: Your Language Model is Secretly a Reward Model}},
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author = {Rafael Rafailov and Archit Sharma and Eric Mitchell and Christopher D. Manning and Stefano Ermon and Chelsea Finn},
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year = 2023,
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booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
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url = {http://papers.nips.cc/paper_files/paper/2023/hash/a85b405ed65c6477a4fe8302b5e06ce7-Abstract-Conference.html},
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editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
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}
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```
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Cite TRL as:
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```bibtex
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@misc{vonwerra2022trl,
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title = {{TRL: Transformer Reinforcement Learning}},
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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 Gallouédec},
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year = 2020,
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journal = {GitHub repository},
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publisher = {GitHub},
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howpublished = {\url{https://github.com/huggingface/trl}}
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}
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```
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config.json
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{
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"_name_or_path": "mistralai/Ministral-8B-Instruct-2410",
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"architectures": [
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"MistralForCausalLM"
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],
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"attention_dropout": 0.0,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"head_dim": 128,
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"hidden_act": "silu",
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"hidden_size": 4096,
|
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|
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"max_position_embeddings": 32768,
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"model_type": "mistral",
|
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"num_attention_heads": 32,
|
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|
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"rms_norm_eps": 1e-05,
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"sliding_window": 32768,
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"torch_dtype": "bfloat16",
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"transformers_version": "4.45.2",
|
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"use_cache": false,
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"vocab_size": 131073
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}
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generation_config.json
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{
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"_from_model_config": true,
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"bos_token_id": 1,
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"eos_token_id": 2,
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"transformers_version": "4.45.2"
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}
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last_checkpoint/config.json
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{
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"_name_or_path": "mistralai/Ministral-8B-Instruct-2410",
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"architectures": [
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"MistralForCausalLM"
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|
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|
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|
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last_checkpoint/generation_config.json
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ADDED
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last_checkpoint/model-00002-of-00004.safetensors
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last_checkpoint/model.safetensors.index.json
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"content": "</s>",
|
11 |
+
"lstrip": false,
|
12 |
+
"normalized": false,
|
13 |
+
"rstrip": false,
|
14 |
+
"single_word": false
|
15 |
+
},
|
16 |
+
"pad_token": {
|
17 |
+
"content": "[PAD]",
|
18 |
+
"lstrip": false,
|
19 |
+
"normalized": false,
|
20 |
+
"rstrip": false,
|
21 |
+
"single_word": false
|
22 |
+
},
|
23 |
+
"unk_token": {
|
24 |
+
"content": "<unk>",
|
25 |
+
"lstrip": false,
|
26 |
+
"normalized": false,
|
27 |
+
"rstrip": false,
|
28 |
+
"single_word": false
|
29 |
+
}
|
30 |
+
}
|
tokenizer.json
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3537f74c84bc8e8cbb95a43947b1bdc89bb143d548bdd2a28ac2c3bbf51971ed
|
3 |
+
size 17078318
|
tokenizer_config.json
ADDED
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|
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5edd17208854663e4e433afc58eac848497e5bb8e04673a33a4c2509e0f3d5a0
|
3 |
+
size 8120
|