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---
license: apache-2.0
datasets:
- HuggingFaceFW/fineweb-2
language:
- fo
base_model:
- HuggingFaceTB/SmolLM2-135M-Instruct
library_name: peft
pipeline_tag: text-generation
---
This is a SmolLM2-135M-Instruct model fine-tuned first on the Icelandic and then on the Faroese 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 on Icelandic, 5 epochs on Faroese
* 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 |