Today's LLM & Language Models: Fastest-Growing Projects — April 18, 2026
Today's the LLM & Language Models space, we're seeing a surge of interest in tools that enable more natural and human-like interactions with large language models. Many of the top-growing repositories are focused on making LLMs more accessible, efficient, and effective for various use cases. The trend towards more specialized and domain-specific LLM applications is also evident.
arman-bd's guppylm repository has taken the top spot with a growth score of 94.95 and over 2,900 stars. This ~9M parameter LLM is designed to "talk like a small fish," making it an intriguing example of how researchers are experimenting with more creative and humorous approaches to language generation. Its rapid growth suggests that developers are eager to explore new frontiers in LLM design.
hexiecs' talk-normal repository has seen significant traction, with a growth score of 80.00 and over 1,100 stars. This system prompt is designed to make any LLM "talk like a normal person" by removing AI-specific language patterns. Its popularity indicates that developers are looking for ways to improve the usability and readability of LLM-generated text.
The sdyckjq-lab's llm-wiki-skill repository has gained significant attention, with a growth score of 57.69 and over 800 stars. This personal knowledge base skill is built on top of Karpathy's llm-wiki methodology and supports multiple platforms. Its growth suggests that developers are interested in leveraging LLMs for knowledge management and organization.
amitshekhariitbhu's llm-internals repository has attracted a dedicated following, with a growth score of 56.50 and over 500 stars. This resource provides step-by-step explanations of LLM internals, covering topics from tokenization to attention mechanisms. Its popularity indicates that developers are eager to deepen their understanding of LLM architectures.
mnfst's awesome-free-llm-apis repository has seen steady growth, with a score of 52.79 and over 2,200 stars. This curated list of permanent free LLM API keys is a valuable resource for developers looking to integrate LLMs into their projects without incurring significant costs. Its popularity suggests that demand for accessible LLM APIs remains high.
kessler's gemma-gem repository has gained attention with its innovative approach to running Google's Gemma 4 model entirely on-device via WebGPU. With a growth score of 42.27 and over 730 stars, this project is an example of how researchers are pushing the boundaries of LLM deployment.
The remaining repositories on our list, including askalf's dario, Pratiyush's llm-wiki, lucasastorian's llmwiki, and atomicmemory's llm-wiki-compiler, all share a common thread - they're focused on making LLMs more accessible, efficient, or effective for specific use cases. While their growth scores may not be as high as some of the other repositories on our list, they demonstrate the diversity and creativity present in the LLM & Language Models space.
arman-bd's guppylm repository has taken the top spot with a growth score of 94.95 and over 2,900 stars. This ~9M parameter LLM is designed to "talk like a small fish," making it an intriguing example of how researchers are experimenting with more creative and humorous approaches to language generation. Its rapid growth suggests that developers are eager to explore new frontiers in LLM design.
hexiecs' talk-normal repository has seen significant traction, with a growth score of 80.00 and over 1,100 stars. This system prompt is designed to make any LLM "talk like a normal person" by removing AI-specific language patterns. Its popularity indicates that developers are looking for ways to improve the usability and readability of LLM-generated text.
The sdyckjq-lab's llm-wiki-skill repository has gained significant attention, with a growth score of 57.69 and over 800 stars. This personal knowledge base skill is built on top of Karpathy's llm-wiki methodology and supports multiple platforms. Its growth suggests that developers are interested in leveraging LLMs for knowledge management and organization.
amitshekhariitbhu's llm-internals repository has attracted a dedicated following, with a growth score of 56.50 and over 500 stars. This resource provides step-by-step explanations of LLM internals, covering topics from tokenization to attention mechanisms. Its popularity indicates that developers are eager to deepen their understanding of LLM architectures.
mnfst's awesome-free-llm-apis repository has seen steady growth, with a score of 52.79 and over 2,200 stars. This curated list of permanent free LLM API keys is a valuable resource for developers looking to integrate LLMs into their projects without incurring significant costs. Its popularity suggests that demand for accessible LLM APIs remains high.
kessler's gemma-gem repository has gained attention with its innovative approach to running Google's Gemma 4 model entirely on-device via WebGPU. With a growth score of 42.27 and over 730 stars, this project is an example of how researchers are pushing the boundaries of LLM deployment.
The remaining repositories on our list, including askalf's dario, Pratiyush's llm-wiki, lucasastorian's llmwiki, and atomicmemory's llm-wiki-compiler, all share a common thread - they're focused on making LLMs more accessible, efficient, or effective for specific use cases. While their growth scores may not be as high as some of the other repositories on our list, they demonstrate the diversity and creativity present in the LLM & Language Models space.