Model save
Browse files- README.md +58 -0
- adapter_config.json +20 -0
- adapter_model.safetensors +3 -0
- runs/Mar11_07-04-42_215d55e723fe/events.out.tfevents.1741676742.215d55e723fe.1327.0 +3 -0
- special_tokens_map.json +35 -0
- tokenizer.json +0 -0
- tokenizer_config.json +56 -0
- training_args.bin +3 -0
README.md
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---
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base_model: ministral/Ministral-3b-instruct
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library_name: transformers
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model_name: Ministral_3b_sql_instruct
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tags:
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- generated_from_trainer
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- trl
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- sft
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licence: license
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---
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# Model Card for Ministral_3b_sql_instruct
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This model is a fine-tuned version of [ministral/Ministral-3b-instruct](https://huggingface.co/ministral/Ministral-3b-instruct).
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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="Badribn/Ministral_3b_sql_instruct", 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/badrinarayan-analytics-vidhya/mistral_instruct_finetuning/runs/wdtz6c20)
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This model was trained with SFT.
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### Framework versions
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- TRL: 0.15.2
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- Transformers: 4.48.3
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- Pytorch: 2.5.1
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- Datasets: 3.3.2
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- Tokenizers: 0.21.0
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## Citations
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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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"auto_mapping": null,
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"base_model_name_or_path": "ministral/Ministral-3b-instruct",
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"exclude_modules": null,
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"fan_in_fan_out": false,
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"feedforward_modules": [
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"down_proj"
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],
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"inference_mode": true,
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"init_ia3_weights": true,
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"modules_to_save": null,
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"peft_type": "IA3",
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"revision": null,
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"target_modules": [
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"k_proj",
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"v_proj",
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"down_proj"
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],
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"task_type": "CAUSAL_LM"
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}
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:ea3d8d7aed5b349a770c3a3e713d2c4ef3f7e4c331d3a84fe9acd7100ae2d040
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size 922600
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runs/Mar11_07-04-42_215d55e723fe/events.out.tfevents.1741676742.215d55e723fe.1327.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:2323d722a5c568c1ede438fa3c50c984dda00498e13d730316edbe3a5033df56
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size 20298
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special_tokens_map.json
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{
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"additional_special_tokens": [
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"<unk>",
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"<s>",
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"</s>"
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],
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"bos_token": {
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"content": "<s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"eos_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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"content": "</s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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},
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"unk_token": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false
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}
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}
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tokenizer.json
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tokenizer_config.json
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{
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"add_bos_token": true,
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"add_eos_token": false,
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"add_prefix_space": null,
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"added_tokens_decoder": {
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"0": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"1": {
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"content": "<s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"2": {
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"content": "</s>",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"additional_special_tokens": [
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"<unk>",
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"<s>",
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"</s>"
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],
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"bos_token": "<s>",
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"chat_template": "{% if not add_generation_prompt is defined %}{% set add_generation_prompt = false %}{% endif %}{% for message in messages %}{{bos_token + message['role'] + '\n' + message['content'] + eos_token + '\n'}}{% endfor %}{% if add_generation_prompt %}{{ bos_token + 'assistant\n' }}{% endif %}",
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"clean_up_tokenization_spaces": false,
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"eos_token": "</s>",
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"extra_special_tokens": {},
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"legacy": true,
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"max_length": 512,
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"model_max_length": 1000000000000000019884624838656,
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"pad_to_multiple_of": null,
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"pad_token": "</s>",
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"pad_token_type_id": 0,
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"padding_side": "left",
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"sp_model_kwargs": {},
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"spaces_between_special_tokens": false,
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"stride": 0,
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"tokenizer_class": "LlamaTokenizer",
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"truncation_side": "right",
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"truncation_strategy": "longest_first",
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"unk_token": "<unk>",
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"use_default_system_prompt": true
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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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oid sha256:798f20f377f95f5fb667fb98f21f119f606fba463148279f190cc86d79c1b5c4
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size 5624
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