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smollm2-360m-dolly-lora
alyzaki/smollm2-360m-dolly-lora
smollm2-360m-dolly-lora is a text generation model from alyzaki. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
Fine-tuned SmolLM2-360M-Instruct on the full databricks/databricks-dolly-15k dataset using LoRA.
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- llama
- Access
- Public
- Created
- Nov 19, 2025
- Updated
- Nov 19, 2025
- SHA
- c3d1f125
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Base models
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Model card
From the Hugging Face model README
SmolLM2-360M Dolly-15k LoRA (Merged)
Fine-tuned SmolLM2-360M-Instruct on the full databricks/databricks-dolly-15k dataset using LoRA.
Model Repo
alyzaki/smollm2-360m-dolly-lora
Training Details
- Base Model: HuggingFaceTB/SmolLM2-360M-Instruct
- Dataset: Dolly-15k
- Context length: 256
- Epochs: 1
- Method: LoRA (merged)
- Hardware: Google Colab T4 GPU
Example Usage
from transformers import AutoModelForCausalLM, AutoTokenizer
model = AutoModelForCausalLM.from_pretrained("alyzaki/smollm2-360m-dolly-lora")
tokenizer = AutoTokenizer.from_pretrained("alyzaki/smollm2-360m-dolly-lora")
- Task
- Text Generation
- Library
- transformers
- Type
- llama
- License
- apache-2.0
- Languages
- en
- Created
- Nov 19, 2025
- Updated
- Nov 19, 2025