--- library_name: transformers tags: - MoE - Mixtral license: apache-2.0 datasets: - togethercomputer/RedPajama-Data-1T - SpeakLeash language: - pl - en --- # Mixtral-8x7B-v0.1-pl Mixtral-8x7B-v0.1-pl is a [Mixtral 8x7b](https://huggingface.co/mistralai/Mixtral-8x7B-v0.1) model fine-tuned using 2.2B Polish tokens selected from the [SpeakLeash](https://speakleash.org/). This is, to our knowledge, the first open-weights MoE model fine-tuned on Polish data. In order to preserve English capabilities, we include about 600M tokens from the [RedPajama dataset](https://huggingface.co/datasets/togethercomputer/RedPajama-Data-1T). The training was made possible thanks to TPU Research Cloud program. The model was trained on a TPUv3-256. Our codebase is based on [the Focused Transformer repo](https://github.com/CStanKonrad/long_llama) and [EasyLM](https://github.com/young-geng/EasyLM). ## Example output **Poniższy artykuł opisuje historię Polski. Polska to kraj, który** w ciągu wieków był świadkiem wielu ważnych wydarzeń, które miały wpływ na jej rozwój. W artykule przedstawiono najważniejsze wydarzenia z historii Polski, od czasów starożytnych do współczesności. Historia Polski - starożytność Polska to kraj, który ma długą i bogatą historię. Pierwsze wzmianki o Polsce pochodzą z czasów starożytnych. W 966 roku Mieszko I przyjął chrzest, co zapoczątkowało proces ... ## Model Details ### Model Description This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated. - **Developed by:** [More Information Needed] - **Funded by [optional]:** [More Information Needed] - **Shared by [optional]:** [More Information Needed] - **Model type:** [More Information Needed] - **Language(s) (NLP):** [More Information Needed] - **License:** [More Information Needed] - **Finetuned from model [optional]:** [More Information Needed] ### Model Sources [optional] - **Repository:** [More Information Needed] - **Paper [optional]:** [More Information Needed] - **Demo [optional]:** [More Information Needed] ## Uses ### Direct Use [More Information Needed] ### Downstream Use [optional] [More Information Needed] ### Out-of-Scope Use [More Information Needed] ## Bias, Risks, and Limitations [More Information Needed] ### Recommendations Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations. ## How to Get Started with the Model Use the code below to get started with the model. [More Information Needed] ## Training Details ### Training Data [More Information Needed] ### Training Procedure #### Preprocessing [optional] [More Information Needed] #### Training Hyperparameters - **Training regime:** [More Information Needed] #### Speeds, Sizes, Times [optional] [More Information Needed] ## Evaluation ### Testing Data, Factors & Metrics #### Testing Data [More Information Needed] #### Factors [More Information Needed] #### Metrics [More Information Needed] ### Results [More Information Needed] #### Summary ## Model Examination [optional] [More Information Needed] ## Environmental Impact Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700). - **Hardware Type:** [More Information Needed] - **Hours used:** [More Information Needed] - **Cloud Provider:** [More Information Needed] - **Compute Region:** [More Information Needed] - **Carbon Emitted:** [More Information Needed] ## Technical Specifications [optional] ### Model Architecture and Objective [More Information Needed] ### Compute Infrastructure [More Information Needed] #### Hardware [More Information Needed] #### Software [More Information Needed] ## Citation [optional] **BibTeX:** [More Information Needed] **APA:** [More Information Needed] ## Glossary [optional] [More Information Needed] ## More Information [optional] [More Information Needed] ## Model Card Authors [optional] [More Information Needed] ## Model Card Contact maciej.pioro at ideas-ncbr.pl