---
license: apache-2.0
language:
- is
base_model:
- HuggingFaceTB/SmolLM2-135M-Instruct
datasets:
- HuggingFaceFW/fineweb-2
library_name: peft
pipeline_tag: text-generation
---
This model is a SmolLM2-135M-Instruct model fine-tuned on (so far, a part of) the Swedish portion of Fineweb-2. It is intended for my research and has not been evaluated more broadly yet.  

LoRA setup: 
- Rank: 256
- Alpha: 512
- Target modules: ["up_proj", "down_proj", "gate_proj", "o_proj"]

Training: 
- 1 Epoch
- Learning rate: 8e-4
- LR scheduler: Cosine
- Warmup ratio: 0.05
- Batch size: 1
- 4 A100 (40GB) GPUs
- Gradient accumulation steps: 64
- Effective batch size: 256
- Max. context length: 8192 tokens