Hishammaghraoui/metafarm-llama-20260405

MetaFarm GrowAI Llama Adapter 2026-04-05

LoRA adapter for unsloth/llama-3-8b-bnb-4bit tuned for MetaFarm agricultural assistant workflows.

Summary

• —Run: growai_full_20260405_231804
• —Type: production_candidate
• —Base model: unsloth/llama-3-8b-bnb-4bit
• —Notes: Full Llama run kept for reference.

Training Snapshot

• —Train loss: 0.2681075448989868
• —Elapsed minutes: 28.85
• —Train samples: n/a
• —Validation samples: n/a
• —LoRA rank: 32
• —LoRA alpha: 64

Usage

from transformers import AutoTokenizer, AutoModelForCausalLM
from peft import PeftModel

base_model_id = "unsloth/llama-3-8b-bnb-4bit"
adapter_id = "Hishammaghraoui/metafarm-llama-20260405"

tokenizer = AutoTokenizer.from_pretrained(adapter_id)
base_model = AutoModelForCausalLM.from_pretrained(base_model_id, device_map="auto")
model = PeftModel.from_pretrained(base_model, adapter_id)

Included Files

• —adapter_model.safetensors
• —adapter_config.json
• —tokenizer files
• —chat template