Text Generation
PEFT
Safetensors
English
lora
strands-agents
code
gemma-4
domain-adaptation
conversational
Instructions to use cagataydev/strands-gemma4-e2b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use cagataydev/strands-gemma4-e2b with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("google/gemma-4-E2B-it-qat-mobile-transformers") model = PeftModel.from_pretrained(base_model, "cagataydev/strands-gemma4-e2b") - Notebooks
- Google Colab
- Kaggle
| { | |
| "model": "google/gemma-4-E2B-it-qat-mobile-transformers", | |
| "args": { | |
| "model": "google/gemma-4-E2B-it-qat-mobile-transformers", | |
| "steps": 600, | |
| "bs": 2, | |
| "accum": 4, | |
| "lr": 0.0001, | |
| "r": 32, | |
| "block": 1024, | |
| "load_4bit": false, | |
| "dequant_qat": true, | |
| "targets": "attn_mlp", | |
| "corpus": "/home/ubuntu/self-learning-model/strands_tune/corpus.jsonl", | |
| "out": "artifacts/strands_gemma4_e2b_lora" | |
| }, | |
| "nll_before": 2.68935369849205, | |
| "nll_after": 1.2602788805961609, | |
| "log": [ | |
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