Today's LLM & Language Models: Fastest-Growing Projects — May 09, 2026
Today's the LLM & Language Models space, we're seeing a surge of interest in tools that enhance the performance and capabilities of large language models. Native speculative decoding on Apple Silicon is gaining traction, while open-source alternatives to traditional RAG are emerging as popular choices for knowledge compilation. Additionally, benchmarking tools for evaluating LLMs on specific tasks are also on the rise.
Youssofal's MTPLX repository has seen a significant growth spurt with a Growth Score of 61.86 and 236 stars, thanks to its innovative approach to native MTP speculative decoding on Apple Silicon, resulting in a 2x-2.5x decode TPS increase at temperature 0.6. This open-source solution is gaining popularity due to its MLX-native architecture and compatibility with OpenAI API and Anthropic.
Openai's privacy-filter repository has maintained its momentum with a Growth Score of 58.41 and an impressive 2,024 stars, as developers continue to show interest in the official OpenAI Privacy Filter for protecting sensitive information. Although commit activity has been relatively low over the past month, the tool's popularity endures due to its importance in ensuring data privacy.
Jingyaogong's minimind-o repository is another notable growth story with a Growth Score of 48.12 and 551 stars, thanks to its innovative approach to training a 0.1B Omni model from scratch that can listen, speak, and see. This project has gained significant attention due to the potential applications of such a versatile model in various domains.
DestinyLinker's MingLi-Bench repository is growing steadily with a Growth Score of 40.15 and 903 stars, as developers seek to evaluate LLMs on Chinese traditional fortune telling tasks like Bazi and Ziwei Doushu. This benchmarking tool has become popular due to its unique focus on testing the capabilities of LLMs in this specific domain.
Beever-AI's beever-atlas repository boasts a Growth Score of 27.17 and 270 stars, thanks to its innovative approach to creating a first-of-its-kind LLM-Wiki conversation knowledge base. This tool has gained traction due to its potential applications in various industries that require natural language processing capabilities.
Amitshekhariitbhu's llm-internals repository continues to attract attention with a Growth Score of 24.04 and 971 stars, as developers seek to understand the inner workings of LLMs through step-by-step explanations and examples. This resource has become popular due to its comprehensive coverage of topics ranging from tokenization to inference optimization.
AlexCheema's talos-vs-macbook repository is gaining traction with a Growth Score of 19.93 and 156 stars, thanks to its microGPT benchmarks that demonstrate the performance capabilities of a single M4 Max MacBook Pro P-core in C. This project has gained attention due to its interesting comparison between CPU and FPGA implementations.
JackLuguibin's OpenPawlet repository boasts a Growth Score of 19.36 and 102 stars, thanks to its innovative approach to creating an open-source web console for the OpenPawlet ecosystem that exposes an HTTP API and browser UI. This tool has gained traction due to its potential applications in various industries that require natural language processing capabilities.
Axoviq-ai's synthadoc repository is growing steadily with a Growth Score of 16.96 and 272 stars, thanks to its innovative approach to creating a transparent, human-readable alternative to traditional RAG. This open-source knowledge compilation engine has gained attention due to its potential applications in industries that require structured knowledge bases.
Chiefautism's privacy-parser repository rounds out our list with a Growth Score of 15.53 and 392 stars, thanks to its innovative approach to reversing the OpenAI Privacy Filter and returning PII as structured spans instead of masking. This tool has gained traction due to its potential applications in industries that require sensitive information handling.
Youssofal's MTPLX repository has seen a significant growth spurt with a Growth Score of 61.86 and 236 stars, thanks to its innovative approach to native MTP speculative decoding on Apple Silicon, resulting in a 2x-2.5x decode TPS increase at temperature 0.6. This open-source solution is gaining popularity due to its MLX-native architecture and compatibility with OpenAI API and Anthropic.
Openai's privacy-filter repository has maintained its momentum with a Growth Score of 58.41 and an impressive 2,024 stars, as developers continue to show interest in the official OpenAI Privacy Filter for protecting sensitive information. Although commit activity has been relatively low over the past month, the tool's popularity endures due to its importance in ensuring data privacy.
Jingyaogong's minimind-o repository is another notable growth story with a Growth Score of 48.12 and 551 stars, thanks to its innovative approach to training a 0.1B Omni model from scratch that can listen, speak, and see. This project has gained significant attention due to the potential applications of such a versatile model in various domains.
DestinyLinker's MingLi-Bench repository is growing steadily with a Growth Score of 40.15 and 903 stars, as developers seek to evaluate LLMs on Chinese traditional fortune telling tasks like Bazi and Ziwei Doushu. This benchmarking tool has become popular due to its unique focus on testing the capabilities of LLMs in this specific domain.
Beever-AI's beever-atlas repository boasts a Growth Score of 27.17 and 270 stars, thanks to its innovative approach to creating a first-of-its-kind LLM-Wiki conversation knowledge base. This tool has gained traction due to its potential applications in various industries that require natural language processing capabilities.
Amitshekhariitbhu's llm-internals repository continues to attract attention with a Growth Score of 24.04 and 971 stars, as developers seek to understand the inner workings of LLMs through step-by-step explanations and examples. This resource has become popular due to its comprehensive coverage of topics ranging from tokenization to inference optimization.
AlexCheema's talos-vs-macbook repository is gaining traction with a Growth Score of 19.93 and 156 stars, thanks to its microGPT benchmarks that demonstrate the performance capabilities of a single M4 Max MacBook Pro P-core in C. This project has gained attention due to its interesting comparison between CPU and FPGA implementations.
JackLuguibin's OpenPawlet repository boasts a Growth Score of 19.36 and 102 stars, thanks to its innovative approach to creating an open-source web console for the OpenPawlet ecosystem that exposes an HTTP API and browser UI. This tool has gained traction due to its potential applications in various industries that require natural language processing capabilities.
Axoviq-ai's synthadoc repository is growing steadily with a Growth Score of 16.96 and 272 stars, thanks to its innovative approach to creating a transparent, human-readable alternative to traditional RAG. This open-source knowledge compilation engine has gained attention due to its potential applications in industries that require structured knowledge bases.
Chiefautism's privacy-parser repository rounds out our list with a Growth Score of 15.53 and 392 stars, thanks to its innovative approach to reversing the OpenAI Privacy Filter and returning PII as structured spans instead of masking. This tool has gained traction due to its potential applications in industries that require sensitive information handling.