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Defetya_-_gemma-2b-ru-8bits
RichardErkhov/Defetya_-_gemma-2b-ru-8bits
Defetya_-_gemma-2b-ru-8bits is a machine learning model from RichardErkhov. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
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Model card
From the Hugging Face model README
Quantization made by Richard Erkhov.
gemma-2b-ru - bnb 8bits
- Model creator: https://huggingface.co/Defetya/
- Original model: https://huggingface.co/Defetya/gemma-2b-ru/
Original model description:
license: apache-2.0 datasets:
- oscar-corpus/OSCAR-2301
This model is a result of second stage pre-training of Google's Gemma 2B (https://huggingface.co/google/gemma-2b) for roughly 150B tokens on the combination of English + Russian subset of oscar and wiki datasets.
This is a raw pre-trained model, created with further fine-tuning in mind. Goal of this project is to further research cross-linguistic capabilities of open-source LLMs and to create a strong open-source foundational LLM that would be fluent in Russian language. More about it will be in the upcoming blog and/or research paper.
This model was pre-trained using EasyLM's fork as a framework (JAX) on Google's v4-32 TPU which was generously provided under the TRC program. The model reached ~ 1.5 in training loss, LR was roughly 5e-5.
I'm planning on releasing a chat model that would ungergo full-parameter SFT and DPO on Ilya Gusev's datasets.
- Type
- gemma
- Created
- Nov 19, 2024
- Updated
- Nov 19, 2024