Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-LLM-toolkit
https://github.com/y-lan/awesome-LLM-toolkit
- Github
- Paper
- Github
- Github
- Github
- QLoRA - tuning by training LoRA on quantized models
- BLIP-2/LAVIS - modal, [Paper](https://arxiv.org/pdf/2212.10846.pdf)
- DeepSpeed Chat
- TRL
- mc4 - By | | [Paper](https://arxiv.org/pdf/1910.10683.pdf) |
- bloom
- wmt22
- RedPajama
- WuDaoCorpora - CN | | 5TB |
- The Stack
- The Flan Collection
- openwebtext - 2 |
- self-instruct-seed
- Stanford Alpaca - NC 4.0 | |
- Alpaca Cleaned - NC 4.0 | |
- ShareGPT Vicuna
- evol_instruct_70k - NC ? | [Generated by Evol-Instruct](https://github.com/nlpxucan/WizardLM#training-data)
- HH-RLHF
- databricks-dolly-15k - SA 3.0 | |
- GuanacoDataset - CN, zh-TW, JA, DE | GPL 3.0 | desgined for multilingual |
- dolly_hhrlhf - SA 3.0 | MosaicAI's filtered version of HH-RLHF and databricks-dolly-15k |
- HC3 - SimpleAI/HC3-Chinese) | RLHF | EN, CN | CC BY-SA 3.0 | [Paper](https://arxiv.org/abs/2301.07597), [Github](https://github.com/Hello-SimpleAI/chatgpt-comparison-detection) |
- Lamini - BY-4.0 | |
- the_pile_books3 - pile)|
- CoNaLa
- GPTeacher - 4 |
- Alpaca-CoT
- OpenAssistant/oasst1 - assistant.io/) |
- Stack Exchange
- wikihow
- Pushshift Reddit API
- awesome-legal-nlp
- How Far Can Camels Go? Exploring the State of Instruction Tuning on Open Resources
- LIMA: Less Is More for Alignment
- INSTRUCTEVAL: Towards Holistic Evaluation of Instruction-Tuned Large Language Models
- Perplexity & NLL
- Vicuna Evaluation(Using GPT-4)
- MMLU
- C-EVAL
- human-eval
- huggingface/text-generation-inference
- LMSYS Arena
- text-generation-webui
- LlamaChat
- llama.cpp
Programming Languages
Keywords
pytorch
3
gpt
2
transformer
2
llama
2
deep-learning
2
nlp
2
vision-and-language
1
salesforce
1
multimodal-deep-learning
1
multimodal-datasets
1
image-captioning
1
deep-learning-library
1
transformers
1
python
1
parameter-efficient-learning
1
lora
1
llm
1
diffusion
1
adapter
1
bert
1
ggml
1
swiftui
1
swift
1
macos
1
machine-learning
1
llamacpp
1
ai
1
starcoder
1
inference
1
falcon
1
bloom
1
legal-ai
1
law
1
artificial-intelligence
1
visual-question-anwsering
1
vision-language-transformer
1
vision-language-pretraining
1
vision-framework
1