End of training
Browse files- .gitattributes +1 -0
- README.md +69 -0
- adapter_config.json +34 -0
- adapter_model.bin +3 -0
- adapter_model.safetensors +3 -0
- added_tokens.json +5 -0
- config.json +43 -0
- generation_config.json +7 -0
- merges.txt +0 -0
- pytorch_model-00001-of-00002.bin +3 -0
- pytorch_model-00002-of-00002.bin +3 -0
- pytorch_model.bin.index.json +0 -0
- runs/May17_07-13-19_4f14f4569553/events.out.tfevents.1747466022.4f14f4569553.147.0 +3 -0
- special_tokens_map.json +20 -0
- tokenizer.json +3 -0
- tokenizer_config.json +43 -0
- training_args.bin +3 -0
- vocab.json +0 -0
.gitattributes
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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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---
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base_model: Qwen/Qwen1.5-7B
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library_name: transformers
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model_name: c38fe42b-816e-4ade-bb0c-383cb9116262
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tags:
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- generated_from_trainer
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- axolotl
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- dpo
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- trl
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licence: license
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---
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# Model Card for c38fe42b-816e-4ade-bb0c-383cb9116262
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This model is a fine-tuned version of [Qwen/Qwen1.5-7B](https://huggingface.co/Qwen/Qwen1.5-7B).
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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="kokovova/c38fe42b-816e-4ade-bb0c-383cb9116262", 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/dedok-yo/s56-28/runs/n35rin0z)
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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: 4.46.0
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- Pytorch: 2.5.0+cu124
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- Datasets: 3.0.1
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- Tokenizers: 0.20.1
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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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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "Qwen/Qwen1.5-7B",
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"bias": "none",
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"fan_in_fan_out": null,
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"inference_mode": true,
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"init_lora_weights": true,
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"layer_replication": null,
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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 64,
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"lora_dropout": 0.1,
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"megatron_config": null,
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"megatron_core": "megatron.core",
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 32,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"down_proj",
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"up_proj",
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"q_proj",
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"o_proj",
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"gate_proj",
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"k_proj",
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"v_proj"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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"use_rslora": false
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}
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adapter_model.bin
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adapter_model.safetensors
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added_tokens.json
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{
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config.json
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{
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"_name_or_path": "Qwen/Qwen1.5-7B",
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"architectures": [
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"model_type": "qwen2",
|
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"num_key_value_heads": 32,
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"quantization_config": {
|
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"_load_in_4bit": true,
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"bnb_4bit_quant_type": "fp4",
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"bnb_4bit_use_double_quant": false,
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"llm_int8_enable_fp32_cpu_offload": false,
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"llm_int8_has_fp16_weight": false,
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"llm_int8_skip_modules": null,
|
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"llm_int8_threshold": 6.0,
|
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"load_in_4bit": true,
|
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"load_in_8bit": false,
|
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"quant_method": "bitsandbytes"
|
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},
|
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"rms_norm_eps": 1e-06,
|
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"rope_scaling": null,
|
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"rope_theta": 1000000.0,
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"sliding_window": null,
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"tie_word_embeddings": false,
|
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"torch_dtype": "bfloat16",
|
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"transformers_version": "4.46.0",
|
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"use_cache": false,
|
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"use_sliding_window": false,
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}
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generation_config.json
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"do_sample": true,
|
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|
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"max_new_tokens": 2048,
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}
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merges.txt
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pytorch_model-00001-of-00002.bin
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pytorch_model.bin.index.json
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runs/May17_07-13-19_4f14f4569553/events.out.tfevents.1747466022.4f14f4569553.147.0
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special_tokens_map.json
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{
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tokenizer.json
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version https://git-lfs.github.com/spec/v1
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tokenizer_config.json
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"added_tokens_decoder": {
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},
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},
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"additional_special_tokens": [
|
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"<|im_start|>",
|
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"<|im_end|>"
|
32 |
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],
|
33 |
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"bos_token": null,
|
34 |
+
"chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% set loop_messages = messages %}{% for message in loop_messages %}{% set content = '<|start_header_id|>' + message['role'] + '<|end_header_id|>\n\n'+ message['content'] | trim + '<|eot_id|>' %}{% if loop.index0 == 0 %}{% set content = bos_token + content %}{% endif %}{{ content }}{% endfor %}{% if add_generation_prompt %}{{ '<|start_header_id|>assistant<|end_header_id|>\n\n' }}{% endif %}",
|
35 |
+
"clean_up_tokenization_spaces": false,
|
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"eos_token": "<|endoftext|>",
|
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"errors": "replace",
|
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"model_max_length": 32768,
|
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"pad_token": "<|endoftext|>",
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|
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"tokenizer_class": "Qwen2Tokenizer",
|
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"unk_token": null
|
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 7160
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vocab.json
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