| --- |
| base_model: LumiOpen/Viking-7B |
| language: |
| - en |
| - fi |
| - sv |
| - 'no' |
| - da |
| - is |
| - nn |
| license: apache-2.0 |
| tags: |
| - text-generation-inference |
| - transformers |
| - unsloth |
| - llama |
| - trl |
| datasets: |
| - Gryphe/Sonnet3.5-SlimOrcaDedupCleaned |
| - mpasila/Sonnet3.5-SlimOrcaDedupCleaned-4k-context |
| library_name: peft |
| --- |
| This is the fully trained version (with fixed formatting!!). |
|
|
| Dataset used: [Gryphe/Sonnet3.5-SlimOrcaDedupCleaned](https://huggingface.co/datasets/Gryphe/Sonnet3.5-SlimOrcaDedupCleaned) which was further [filtered](https://huggingface.co/datasets/mpasila/Sonnet3.5-SlimOrcaDedupCleaned-4k-context) to remove prompts/examples that are longer than 4076 tokens (removed about 385 examples). |
|
|
| Prompt format is: ChatML |
|
|
| Merged model: [mpasila/Viking-SlimSonnet-v1-7B](https://huggingface.co/mpasila/Viking-SlimSonnet-v1-7B) |
|
|
| Trained with regular LoRA (not quantized/QLoRA) and LoRA rank was 128 and Alpha set to 32. Trained for 1 epoch using A40 for about 23 hours. |
|
|
| # Uploaded model |
|
|
| - **Developed by:** mpasila |
| - **License:** apache-2.0 |
| - **Finetuned from model :** LumiOpen/Viking-7B |
|
|
| This llama model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library. |
|
|
| [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth) |
