Llm Framework Abstractions Transformer Models

There are 21 llm framework abstractions models tracked. 3 score above 50 (established tier). The highest-rated is hassancs91/SimplerLLM at 68/100 with 192 stars.

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#	Model	Score	Tier	Stars	Language
1	hassancs91/SimplerLLM Simplify interactions with Large Language Models	68	Established	192	Python
2	tylerelyt/LLM-Workshop 🌟 Learn Large Language Model development through hands-on projects and...	51	Established	88	Python
3	avilum/minrlm Token-efficient Recursive Language Model. 3.6x fewer tokens than vanilla...	50	Established	31	Python
4	kyegomez/SingLoRA This repository provides a minimal, single-file implementation of SingLoRA...	47	Emerging	44	Python
5	NetEase-Media/grps_trtllm Higher performance OpenAI LLM service than vLLM serve: A pure C++...	42	Emerging	158	Python
6	parvbhullar/superpilot LLMs based multi-model framework for building AI apps.	38	Emerging	21	Python
7	gtausa197-svg/-Project-Nord-Spiking-Neural-Network-Language-Model The first pure SNN language model trained from scratch with a fully original...	36	Emerging	35	Python
8	turboline-ai/tsln-python Time Series Lean Notation for python, it is designed to maximize the token...	35	Emerging	4	Python
9	daviden1013/llm-ie A comprehensive toolkit that provides building blocks for LLM-based named...	35	Emerging	53	Python
10	jw-source/LlamaSim Simulate human behavior with mass LLMs	30	Emerging	28	Python
11	happydasch/llm_advisory Modular framework for building topic-specific advisors powered by large...	24	Experimental	4	Python
12	xufangzhi/Symbol-LLM [ACL 2024] The project of Symbol-LLM	24	Experimental	58	Python
13	Kchu/LLM-MAP Official implementation of LLM+MAP: Bimanual Robot Task Planning using Large...	22	Experimental	20	—
14	ENTITY107/rlmgw 🔄 Explore Recursive Language Models (RLMs) to enhance natural language...	21	Experimental	—	Python
15	jiannanya/llm_structured Parse messy LLM output into trustworthy, validated structured data — with...	20	Experimental	1	C++
16	hadirsa/spring-data-llm-adapter A Spring Boot library that extracts metadata from JPA entities (@Entity,...	19	Experimental	2	Kotlin
17	0xhappydev/openai-compatible-llm-server Unified on-device multimodal inference for MLX and GGUF-based LLMs/VLMs.	17	Experimental	—	Python
18	Mohamed-samy2/AutoLLMOps-Pipeline This repository implements an end-to-end pipeline to collect domain-specific...	17	Experimental	—	Python
19	ndjstn/tinyllm A neural network of LLMs - self-improving multi-agent system using small...	17	Experimental	—	Python
20	xkiwilabs/llm-inference-hub A reproducible LLM inference stack built on vLLM + LiteLLM, designed for...	14	Experimental	—	Shell
21	Nitesh-lng/Data-Loader-LLM A modular Python project that uses LangChain and Groq LLMs to extract and...	11	Experimental	2	Python