Instructions to use nekokiku/task-3-microsoft-Phi-3-mini-4k-instruct with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use nekokiku/task-3-microsoft-Phi-3-mini-4k-instruct with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("microsoft/Phi-3-mini-4k-instruct") model = PeftModel.from_pretrained(base_model, "nekokiku/task-3-microsoft-Phi-3-mini-4k-instruct") - Notebooks
- Google Colab
- Kaggle
Upload folder using huggingface_hub
Browse files- adapter_config.json +7 -11
- adapter_model.safetensors +2 -2
- tokenizer_config.json +1 -1
- training_args.bin +1 -1
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-mini-
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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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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha":
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"lora_dropout": 0.
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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":
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"
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"gate_proj",
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"up_proj",
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"ffn",
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"down_proj",
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"
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"
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"o_proj"
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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-4k-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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"layers_pattern": null,
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"layers_to_transform": null,
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"loftq_config": {},
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"lora_alpha": 256,
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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": 128,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"o_proj",
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"down_proj",
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"qkv_proj",
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"gate_up_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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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:08b5f48cf2159bf7ccaf9eb3ad25047975a45aa915342d5065d3a86c6e61d49b
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size 805341552
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tokenizer_config.json
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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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"model_max_length":
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"pad_token": "<|endoftext|>",
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"padding_side": "left",
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"sp_model_kwargs": {},
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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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"model_max_length": 4096,
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"pad_token": "<|endoftext|>",
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"padding_side": "left",
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"sp_model_kwargs": {},
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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 sha256:5c9bfafd39be5491618f998465d2cb3e2f158ed9b5dbe0d1f4ef69aa7c2c33c1
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size 5432
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