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Optimum

[https://huggingface.co/docs/optimum/index] - 2024-03-11 19:44:39 - public:mzimmerm

ai, doc, huggingface, llm, model, optimum, repo, small, transformer - 9 | id:1489894 -

Optimum is an extension of Transformers that provides a set of performance optimization tools to train and run models on targeted hardware with maximum efficiency. It is also the repository of small, mini, tiny models.

google/bert_uncased_L-4_H-256_A-4 · Hugging Face

[https://huggingface.co/google/bert_uncased_L-4_H-256_A-4] - 2024-03-11 04:19:21 - public:mzimmerm

ai, bert, huggingface, llm, model, parameter, small, todo - 8 | id:1489880 -

Repository of all Bert models, including small. Start using this model for testing.

(2) Are there any tiny (1-3b) models finetuned for coding available in GGUF format? : LocalLLaMA

[https://www.reddit.com/r/LocalLLaMA/comments/16csdq6/are_there_any_tiny_13b_models_finetuned_for/] - 2024-03-04 10:56:19 - public:mzimmerm

ai, code, generate, llm, model, newspeak, small - 7 | id:1489789 -

bigcode (BigCode)

[https://huggingface.co/bigcode] - 2024-03-04 10:50:02 - public:mzimmerm

ai, code, generate, huggingface, llm, model, newspeak, santacoder, small, starcoder - 10 | id:1489788 -

Research community developing various code models, small and big. Models may not be instruct

WizardLM (WizardLM)

[https://huggingface.co/WizardLM] - 2024-03-04 10:42:44 - public:mzimmerm

ai, code, generate, huggingface, llm, model, newspeak, small, wizardcoder - 9 | id:1489787 -

Another open source small (1B) model.

deepseek-ai (DeepSeek)

[https://huggingface.co/deepseek-ai] - 2024-03-04 10:24:32 - public:mzimmerm

ai, best, code, deepseek, good, huggingface, instruct, llm, model, newspeak, small - 11 | id:1489786 -

They have the 1.3B version!!! This may be the best to start with Newspeak. Should work train even on huggingcface

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