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.

Open LLM Leaderboard - a Hugging Face Space by HuggingFaceH4

[https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard] - 2024-03-05 23:50:45 - public:mzimmerm

ai, compare, huggingface, llm, model - 5 | id:1489821 -

Comparison of efficiency of all LLM models on hugging face

Training Bert on Yelp - Copy of training.ipynb - Colaboratory

[https://colab.research.google.com/drive/1FhwrZ05umMvj4cshnEMUOLxjD9ynvCy9#scrollTo=nCFiAJ55LcLt] - 2024-03-05 07:57:07 - public:mzimmerm

ai, bert, huggingface, model, notebook, progress, yelp - 7 | id:1489813 -

Optimizing LLMs for Speed and Memory

[https://huggingface.co/docs/transformers/v4.35.2/en/llm_tutorial_optimization] - 2024-03-05 00:46:21 - public:mzimmerm

ai, doc, huggingface, llm, model, optimize, perform - 7 | id:1489803 -

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

Can Ai Code Results - a Hugging Face Space by mike-ravkine

[https://huggingface.co/spaces/mike-ravkine/can-ai-code-results] - 2024-03-04 09:38:45 - public:mzimmerm

ai, code, generate, huggingface, llm, model, summary - 7 | id:1489779 -

Comparison of LLM models for coding

openchat/openchat-3.5-0106 · Hugging Face

[https://huggingface.co/openchat/openchat-3.5-0106] - 2024-03-04 08:41:50 - public:mzimmerm

ai, code, generate, huggingface, llm, model, openchat - 7 | id:1489775 -

Open source with lots of information. Uses Multiple undrelying models. Not sure how I would train for it

Welcome Mixtral - a SOTA Mixture of Experts on Hugging Face

[https://huggingface.co/blog/mixtral] - 2024-03-04 08:24:33 - public:mzimmerm

ai, code, generate, huggingface, llm, mixtral, model, newspeak - 8 | id:1489774 -

The Mixtral model is new, and seems to be good. Click on “Demo“ to test it

StarCoder: A State-of-the-Art LLM for Code

[https://huggingface.co/blog/starcoder] - 2024-03-04 07:43:17 - public:mzimmerm

ai, code, generate, good, huggingface, llm, model, newspeak - 8 | id:1489773 -

Article has comparison with other code-LLM models

stabilityai (Stability AI) - Stable Diffusion running on Huggingface

[https://huggingface.co/stabilityai] - 2024-03-04 06:24:17 - public:mzimmerm

ai, chat, good, home, huggingface, image, instruct, model, newspeak, small, stabilityai, stablecode - 12 | id:1489767 -

Chat, models. Not open source, but instruct and relatively small (3B). The 3B instruct may be the best to try on Newspeak.

codellama (Code Llama) - Huggingface model for generating programs. Maybe can be used for Newspeak?

[https://huggingface.co/codellama] - 2024-03-03 08:48:06 - public:mzimmerm

ai, code, generate, huggingface, language, llama, model, newspeak, program - 9 | id:1489750 -

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