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submission_instruction_5000_gpu
raniero/submission_instruction_5000_gpu
submission_instruction_5000_gpu is a machine learning model from raniero. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
Fine-tuned on 2500 examples using Alpaca-like dataset with LoRA (r=16) on GPU.
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Public
Updated Jul 18, 2025
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Jul 18, 2025
- Updated
- Jul 18, 2025
- SHA
- 7d6c37fc
Base models
Model card
From the Hugging Face model README
Submission InstructionTask (LoRA)
Fine-tuned on 2500 examples using Alpaca-like dataset with LoRA (r=16) on GPU.
- SHA256:
8635187ed87214f676aa2d7ef67488d7950e2aeea0b8d679b0df84ca7b921326 - Training: 1 epoch, batch size 1, 4-bit quantization
- Upload time: 2025-07-18T21:48:06+02:00
Usage
from peft import PeftModel
from transformers import AutoModelForCausalLM
base = AutoModelForCausalLM.from_pretrained("TheBloke/Llama-2-7B-fp16")
model = PeftModel.from_pretrained(base, "raniero/submission_instruction_5000_gpu")
- License
- apache-2.0
- Created
- Jul 18, 2025
- Updated
- Jul 18, 2025