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157 results for "fine tuning"

25 of 157 repos

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Repository
Description
Stars
Stars 7d Δ
Stars 7d %
PRs 7d Δ
Created
Response rate
Issues 30d
Last active

1

Fine-tune VITS models for voice conversion & TTS with custom characters. Supports cloning voices from audio/video and inference via CLI/GUI.
5k
Top 25%
7
0.1%
0
2y ago

Inactive

6mo ago

2

awesome-llms-fine-tuningCurated-Awesome-Lists
Starred by
abhishekkrthakur:
Curated resources for fine-tuning LLMs like GPT, BERT, & RoBERTa. Includes tutorials, papers, tools, & best practices for adapting models.
445
1
0.2%
0
1y ago

Inactive

8mo ago

3

Tutorials for fine-tuning LLMs using techniques like full fine-tuning, PEFT (LoRA), and instruction fine-tuning. Includes reasoning fine-tun...
266
11
4.2%
0
9mo ago

Inactive

1mo ago

4

Fine-tunes GPT models using Node.js. Uploads datasets, creates fine-tunes, lists fine-tunes, and creates completions using the fine-tuned mo...
255
0
0%
0
2y ago

Inactive

2y ago

5

LLaMA-Factoryhiyouga
Starred by
lysandrejik:
calvinfo:
CodeCreator:
merrymercy:
+7
Platform for fine-tuning 100+ large language models with CLI and Web UI. Supports LoRA, QLoRA, DPO, PPO, and many more training approaches.
55k
Top 1%
445
0.8%
9
2y ago

1 day

3d ago

6

LLamaTunerjianzhnie
Toolkit for fine-tuning LLMs (Llama3, Phi3, Qwen, Mistral,...). Supports LoRA, QLoRA and full-parameter fine-tuning. Compatible with DeepSpe...
608
1
0.2%
0
2y ago

1 day

6mo ago

7

SPINuclaml
Starred by
CodeCreator:
lewtun:
natolambert:
Improves LLMs using self-play fine-tuning. The LLM generates its own training data from previous iterations to refine its policy.
1k
Top 50%
4
0.3%
0
1y ago

1 week

1y ago

8

Fine-tunes the LLaMA model for Chinese, integrating frameworks like Minimal LLaMA and Alpaca. Supports FSDP and DeepSpeed for multi-GPU.
401
0
0%
0
2y ago

Inactive

2y ago

9

synthetic-data-kitmeta-llama
Starred by
chiphuyen:
danielhanchen:
shimmyshimmer:
CLI tool to generate synthetic datasets for LLM fine-tuning. It supports data ingestion, CoT generation, curation, and format conversion.
1k
Top 50%
17
1.6%
0
4mo ago

Inactive

1w ago

10

InstructGLMyanqiangmiffy
Fine-tunes the ChatGLM-6B model using LoRA on instruction datasets like Alpaca and BELLE. Includes scripts for data preprocessing and traini...
652
0
0%
0
2y ago

1 week

2y ago

11

mlx-lmml-explore
Starred by
chiphuyen:
simonw:
eugeneyan:
awni:
Python package for text generation and LLM fine-tuning on Apple silicon with MLX. Supports quantization, LoRA, and distributed inference.
1k
Top 50%
121
8.7%
11
4mo ago

1 day

11h ago

12

xtunerInternLM
Starred by
lysandrejik:
osanseviero:
Toolkit for efficient fine-tuning of LLMs and VLMs. Supports QLoRA, LoRA, and full-parameter fine-tuning. Integrates with LMDeploy.
5k
Top 25%
8
0.2%
0
2y ago

1 day

3w ago

13

pefthuggingface
Starred by
tobi:
gakonst:
chiphuyen:
Ying1123:
+12
Enables efficient adaptation of large pretrained models to downstream applications by fine-tuning a small number of parameters. Integrated w...
19k
Top 5%
73
0.4%
23
2y ago

1 day

23h ago

14

MeZOprinceton-nlp
Memory-efficient zeroth-order optimizer for fine-tuning language models with the same memory footprint as inference. Compatible with LoRA.
1k
Top 50%
2
0.2%
0
2y ago

1 week

1y ago

15

minimal-llamazphang
Starred by
teknium1:
Code for running and fine-tuning LLaMA. Includes PEFT, LoRA, and pipeline parallel implementations. Also includes tokenization scripts.
458
0
0%
0
2y ago

Inactive

1y ago

16

Fine-tuning of ChatGLM and LLaMA models on Chinese instruction data, using PEFT to reduce resource requirements. Includes fine-tuned weights...
390
0
0%
0
2y ago

1 day

2y ago

17

LLaMA-AdapterOpenGVLab
Starred by
chiphuyen:
hammer:
teknium1:
transitive-bullshit:
+1
Parameter-efficient fine-tuning for instruction-following and multi-modal LLaMA models. Introduces adapters with minimal parameters.
6k
Top 10%
2
0.0%
0
2y ago

1 day

1y ago

18

gemmagoogle-deepmind
Starred by
osanseviero:
hammer:
dynamicwebpaige:
chiphuyen:
JAX library for using and fine-tuning Gemma, a family of open-weights Large Language Models (LLM). Includes examples for multi-modal and LoR...
4k
Top 25%
18
0.5%
5
1y ago

1 day

1d ago

19

EmoLLMSmartFlowAI
Fine-tuned LLMs for mental health support, focusing on understanding and aiding users. Models support instruction fine-tuning and RAG.
2k
Top 50%
6
0.4%
0
1y ago

1 day

2mo ago

20

stanford_alpacatatsu-lab
Starred by
karpathy:
john-b-yang:
osanseviero:
chiphuyen:
+11
Fine-tunes LLaMA with 52K instruction-following data. Includes data generation & fine-tuning code. Recovers Alpaca-7B weights. Research only...
30k
Top 5%
16
0.1%
0
2y ago

1 day

1y ago

21

Curated list of research papers on parameter-efficient tuning methods (Delta Tuning) for pre-trained models, facilitating model adaptation.
285
0
0%
0
3y ago

Inactive

2y ago

22

parameter-efficient-moeCohere-Labs-Community
Parameter-efficient fine-tuning (PEFT) via Mixture of Experts (MoE). Includes MoV and MoLoRA implementations, built on T5X, Flaxformer, and ...
269
1
0.4%
0
1y ago

Inactive

1y ago

23

Chinese-Llama-2longyuewangdcu
Enhances Llama-2's Chinese language capabilities using LoRA fine-tuning, full-parameter instruction fine-tuning, and secondary pre-training ...
448
0
0%
0
2y ago

1 day

1y ago

24

Fine-tunes LLaMA for Chinese instruction following, even on a single RTX 2080Ti. Includes code for fine-tuning, generation, and CPU inferenc...
4k
Top 25%
0
0%
0
2y ago

1 day

3mo ago

25

llm_qlorageorgesung
Starred by
philschmid:
Enables QLoRA fine-tuning of LLMs. Includes training scripts, configurations, and inference examples. Supports model conversion to GGUF.
260
0
0%
0
2y ago

1 day

1y ago

25 of 157 repos

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