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Viking-SlimSonnet-v1-LoRA-7B
mpasila/Viking-SlimSonnet-v1-LoRA-7B
Viking-SlimSonnet-v1-LoRA-7B is a machine learning model from mpasila. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for peft. The card lists the license as apache-2.0.
This is the fully trained version (with fixed formatting!!).
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At a glance
- Library
- peft
- License
- apache-2.0
- Access
- Public
- Created
- Sep 1, 2024
- Updated
- Sep 1, 2024
- SHA
- fa0c453c
Base models
Model card
From the Hugging Face model README
This is the fully trained version (with fixed formatting!!).
Dataset used: Gryphe/Sonnet3.5-SlimOrcaDedupCleaned which was further filtered 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
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 and Huggingface's TRL library.
- Library
- peft
- License
- apache-2.0
- Languages
- en, fi, sv, no, da, is
- Created
- Sep 1, 2024
- Updated
- Sep 1, 2024