Instructions to use xubayer/Llama-3.2-1B-Proactive-Small-Complete_9feb with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use xubayer/Llama-3.2-1B-Proactive-Small-Complete_9feb with PEFT:

from peft import PeftModel
from transformers import AutoModelForSequenceClassification

base_model = AutoModelForSequenceClassification.from_pretrained("unsloth/llama-3.2-1b-instruct-unsloth-bnb-4bit")
model = PeftModel.from_pretrained(base_model, "xubayer/Llama-3.2-1B-Proactive-Small-Complete_9feb")

Transformers

How to use xubayer/Llama-3.2-1B-Proactive-Small-Complete_9feb with Transformers:

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("xubayer/Llama-3.2-1B-Proactive-Small-Complete_9feb", dtype="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

Unsloth Studio

How to use xubayer/Llama-3.2-1B-Proactive-Small-Complete_9feb with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for xubayer/Llama-3.2-1B-Proactive-Small-Complete_9feb to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for xubayer/Llama-3.2-1B-Proactive-Small-Complete_9feb to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for xubayer/Llama-3.2-1B-Proactive-Small-Complete_9feb to start chatting

Load model with FastModel

pip install unsloth
from unsloth import FastModel
model, tokenizer = FastModel.from_pretrained(
    model_name="xubayer/Llama-3.2-1B-Proactive-Small-Complete_9feb",
    max_seq_length=2048,
)

Llama-3.2-1B-Proactive-Small-Complete_9feb / tokenizer.json

Commit History

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xubayer commited on Feb 9

Commit History

Upload 8 files 6668cc7 verified

Upload 8 files

6668cc7
verified