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llama-3.2-1b-finetuned
MangoLassi/llama-3.2-1b-finetuned
llama-3.2-1b-finetuned is a text generation model from MangoLassi. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
This is a fine-tuned version of meta-llama/Llama-3.2-1B with PEFT/LoRA.
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.json17.3 MB · 83%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- llama
- Access
- Public
- Created
- Mar 15, 2025
- Updated
- Mar 16, 2025
- SHA
- 01212ef2
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Base models
Datasets
Model card
From the Hugging Face model README
Fine-tuned Llama-3.2-1B Model
This is a fine-tuned version of meta-llama/Llama-3.2-1B with PEFT/LoRA.
Model Details
- Base model: meta-llama/Llama-3.2-1B
- Fine-tuning method: PEFT with LoRA
- Rank (r): 8
- Alpha: 16
- Target modules: q_proj, v_proj
Usage
from transformers import AutoTokenizer
from peft import AutoPeftModelForCausalLM
# Load model and tokenizer
model = AutoPeftModelForCausalLM.from_pretrained("MangoLassi/llama-3.2-1b-finetuned")
tokenizer = AutoTokenizer.from_pretrained("MangoLassi/llama-3.2-1b-finetuned")
# Generate text
prompt = "Your prompt here"
inputs = tokenizer(prompt, return_tensors="pt")
outputs = model.generate(**inputs, max_length=200)
print(tokenizer.decode(outputs[0], skip_special_tokens=True))
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- mit
- Languages
- en
- Created
- Mar 15, 2025
- Updated
- Mar 16, 2025