Llm Finetuning Frameworks Transformer Models

There are 30 llm finetuning frameworks models tracked. 1 score above 70 (verified tier). The highest-rated is Goekdeniz-Guelmez/mlx-lm-lora at 72/100 with 284 stars and 1,529 monthly downloads.

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#	Model	Score	Tier	Stars	Language
1	Goekdeniz-Guelmez/mlx-lm-lora Train Large Language Models on MLX.	72	Verified	284	Python
2	uber-research/PPLM Plug and Play Language Model implementation. Allows to steer topic and...	50	Established	1,155	Python
3	jarobyte91/pytorch_beam_search A lightweight implementation of Beam Search for sequence models in PyTorch.	49	Emerging	59	Python
4	SmallDoges/small-doge Doge Family of Small Language Models	48	Emerging	185	Python
5	VHellendoorn/Code-LMs Guide to using pre-trained large language models of source code	48	Emerging	1,842	Python
6	ssbuild/chatglm_finetuning chatglm 6b finetuning and alpaca finetuning	47	Emerging	1,537	Python
7	anseryuer/Local_LLM_Deployment_Guide_Chinese 本地部署大语言模型的中文教学	44	Emerging	43	—
8	jlin816/dynalang Code for "Learning to Model the World with Language." ICML 2024 Oral.	42	Emerging	414	Python
9	piresramon/gpt-4-enem Code and data to evaluate LLMs on the ENEM, the main standardized Brazilian...	41	Emerging	52	Python
10	WENGSYX/LMTuner LMTuner: Make the LLM Better for Everyone	40	Emerging	38	Python
11	OpenLemur/Lemur [ICLR 2024] Lemur: Open Foundation Models for Language Agents	40	Emerging	557	Python
12	virevolai/logos-shift-client Replace expensive LLM calls with finetunes automatically	39	Emerging	66	Python
13	Ethyros-AI/ModelCypher ModelCypher - Decipher the high dimensional geometry of LLMs. An open source...	36	Emerging	19	Python
14	olaflaitinen/llm-proteomics-hallucination Systematic evaluation of hallucination risks in Large Language Models...	33	Emerging	9	Python
15	casinca/LLM-quest Verbose implementations of LLMs architectures, techniques and research...	33	Emerging	12	Python
16	anas-zafar/LLM-Survey The official GitHub page for the survey paper "A Survey on Large Language...	32	Emerging	40	—
17	clint-kristopher-morris/llm-guided-evolution LLM Guided Evolution - The Automation of Models Advancing Models	29	Experimental	16	Python
18	LaMP-Benchmark/LaMP Codes for papers on Large Language Models Personalization (LaMP)	28	Experimental	188	Python
19	izmttk/ullm Lightweight LLM inference engine inspired by nano-vllm, with radix-tree...	27	Experimental	9	Python
20	kyegomez/SelfExtend Implementation of SelfExtend from the paper "LLM Maybe LongLM: Self-Extend...	25	Experimental	13	Python
21	mikecvet/beam LLM Beam Search Example Implementation	25	Experimental	13	Python
22	ai4sd/multiscale-byte-lm A hierarchical LM that scales to training on context windows of +5M tokens	24	Experimental	9	Python
23	Aradhye2002/selective-peft-toolkit Official implementation of the paper "Step-by-Step Unmasking for...	24	Experimental	9	Python
24	uw-swag/tokdrift Repository for TokDrift: When LLM Speaks in Subwords but Code Speaks in Grammar.	24	Experimental	9	Python
25	Talnz007/VulkanIlm GPU-accelerated LLaMA inference wrapper for legacy Vulkan-capable systems a...	22	Experimental	28	Python
26	waybarrios/dgx-spark-finetune-llm LLM fine-tuning with LoRA + NVFP4/MXFP8 on NVIDIA DGX Spark (Blackwell GB10)	20	Experimental	11	Python
27	eigencore/Tlama_124M Tlama (124M) is a language model based on LlaMa3 (127M) optimized by...	20	Experimental	12	Python
28	kapshaul/LLM-finetune-vuln-detection Fine-tuning a Large Language Model (LLM) for code vulnerability detection...	13	Experimental	10	Python
29	Mxbonn/ltmp Code for Learned Thresholds Token Merging and Pruning for Vision...	12	Experimental	17	Python
30	introlix/Swiftlet SwiftLet is a lightweight Python framework for running open-source Large...	10	Experimental	28	Python