Instructions to use rzr1331/phi-3-mini-LoRA with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use rzr1331/phi-3-mini-LoRA with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("microsoft/Phi-3-mini-128k-instruct") model = PeftModel.from_pretrained(base_model, "rzr1331/phi-3-mini-LoRA") - Notebooks
- Google Colab
- Kaggle
rzr1331/nexi-mind-adapter
Browse files- README.md +2 -2
- adapter_config.json +6 -6
- adapter_model.safetensors +2 -2
- added_tokens.json +13 -0
- tokenizer.model +3 -0
- tokenizer_config.json +1 -1
- training_args.bin +1 -1
README.md
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---
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base_model: microsoft/Phi-3-
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library_name: peft
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license: mit
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tags:
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# phi-3-mini-LoRA
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This model is a fine-tuned version of [microsoft/Phi-3-
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## Model description
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---
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base_model: microsoft/Phi-3-mini-128k-instruct
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library_name: peft
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license: mit
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tags:
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# phi-3-mini-LoRA
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This model is a fine-tuned version of [microsoft/Phi-3-mini-128k-instruct](https://huggingface.co/microsoft/Phi-3-mini-128k-instruct) on an unknown dataset.
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## Model description
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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": "microsoft/Phi-3-
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"q_proj",
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"k_proj",
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"down_proj",
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"gate_proj",
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"o_proj",
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"v_proj",
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"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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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": "microsoft/Phi-3-mini-128k-instruct",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"rank_pattern": {},
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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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"o_proj",
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"up_proj",
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"q_proj",
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"gate_proj",
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"down_proj"
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],
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"task_type": "CAUSAL_LM",
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"use_dora": false,
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adapter_model.safetensors
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version https://git-lfs.github.com/spec/v1
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size
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oid sha256:4c887384c1d164e307ea2a517cd312f4b7a012c662d14c66643c100c43eeee91
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size 35668592
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added_tokens.json
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{
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"<|assistant|>": 32001,
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"<|endoftext|>": 32000,
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"<|end|>": 32007,
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"<|placeholder1|>": 32002,
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"<|placeholder2|>": 32003,
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"<|placeholder3|>": 32004,
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"<|placeholder4|>": 32005,
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"<|placeholder5|>": 32008,
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"<|placeholder6|>": 32009,
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"<|system|>": 32006,
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"<|user|>": 32010
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}
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tokenizer.model
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version https://git-lfs.github.com/spec/v1
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oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
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size 499723
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tokenizer_config.json
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}
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},
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"bos_token": "<s>",
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"chat_template": "{% for message in messages %}{% if
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"clean_up_tokenization_spaces": false,
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"eos_token": "<|endoftext|>",
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"legacy": false,
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}
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},
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"bos_token": "<s>",
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"chat_template": "{% for message in messages %}{% if message['role'] == 'system' %}{{'<|system|>\n' + message['content'] + '<|end|>\n'}}{% elif message['role'] == 'user' %}{{'<|user|>\n' + message['content'] + '<|end|>\n'}}{% elif message['role'] == 'assistant' %}{{'<|assistant|>\n' + message['content'] + '<|end|>\n'}}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|assistant|>\n' }}{% else %}{{ eos_token }}{% endif %}",
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"clean_up_tokenization_spaces": false,
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"eos_token": "<|endoftext|>",
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"legacy": false,
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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:
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size 5432
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version https://git-lfs.github.com/spec/v1
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oid sha256:ae83aca4caeaf9cb721cde14c6cb73f5e2a7fc78f915d2dca5fd6e6183ddb4c8
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size 5432
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