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tinker-lora2-cbb57af7-llama31-8b – AI Model by DavidBShan | AlphaNeural AI

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DavidBShan/
tinker-lora2-cbb57af7-llama31-8b

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tinker-cookbook

text-generation

meta-llama/Llama-3.1-8B-Instruct

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DavidBShan/tinker-lora2-cbb57af7-llama31-8b

This model was fine-tuned from meta-llama/Llama-3.1-8B-Instruct using Tinker and tinker-cookbook.

Model details

Base model: meta-llama/Llama-3.1-8B-Instruct
Format: LoRA adapter (PEFT)

Usage

python

from peft import PeftModel
from transformers import AutoModelForCausalLM

base = AutoModelForCausalLM.from_pretrained("meta-llama/Llama-3.1-8B-Instruct")
model = PeftModel.from_pretrained(base, "DavidBShan/tinker-lora2-cbb57af7-llama31-8b")

Framework versions

tinker-cookbook: 0.4.0
transformers: 5.5.3
torch: 2.12.0+cpu