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BlossomTune-SmolLM2-135M-Instruct-NLP
ethicalabs/BlossomTune-SmolLM2-135M-Instruct-NLP
BlossomTune-SmolLM2-135M-Instruct-NLP is a text generation model from ethicalabs. Use it when you need the model to write or continue text. It is set up for peft.
This PEFT adapter has been trained by using Flower, a friendly federated AI framework.
All-time downloads
33
Public
Repo size
10.5 MB
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0
Public
Repo makeup
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At a glance
- Task
- Text Generation
- Library
- peft
- Access
- Public
- Created
- Jul 7, 2025
- Updated
- Aug 12, 2025
- SHA
- 879693e6
Try a prompt
Base models
Datasets
Model card
From the Hugging Face model README
Model Card for BlossomTune-SmolLM2-135M-Instruct-NLP
This PEFT adapter has been trained by using Flower, a friendly federated AI framework.
Model Details
Please check the following GitHub project for model details and evaluation (work in progress!):
https://github.com/ethicalabs-ai/BlossomTuneLLM
How to Get Started with the Model
Use this model as:
from peft import PeftModel
from transformers import AutoModelForCausalLM
base_model = AutoModelForCausalLM.from_pretrained("HuggingFaceTB/SmolLM2-135M-Instruct")
model = PeftModel.from_pretrained(base_model, "ethicalabs/BlossomTune-SmolLM2-135M-Instruct-NLP")
Evaluation Results (Accuracy)
- STEM: 25.30 %
- Social Sciences: 27.17 %
- Humanities: 23.95 %
- Average: 25.47 %
Communication Budget
7899.38 MB
- Task
- Text Generation
- Library
- peft
- Languages
- en
- Created
- Jul 7, 2025
- Updated
- Aug 12, 2025