Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-llm
Awesome series for Large Language Model(LLM)s
https://github.com/KennethanCeyer/awesome-llm
Last synced: 4 days ago
JSON representation
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Materials
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Posts
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- Gemma - Gemma: Introducing new state-of-the-art open models / 2024
- Grok-1 - Open Release of Grok-1 / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- Llama 2 (70B) - Announced by Meta / 2023
- Luminous (13B) - Announced by Aleph Alpha / 2021
- Turing NLG (17B) - Announced by Microsoft / 2020
- Claude (52B) - Announced by Anthropic / 2021
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- AlexaTM (20B - Announced by Amazon / 2023
- Dolly (6B) - Announced by Databricks / 2023
- Jurassic-1 - Announced by AI21 / 2022
- Jurassic-2 - Announced by AI21 / 2023
- Koala - Announced by Berkeley Artificial Intelligence Research(BAIR) / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- Minerva (Parameter size unannounced) - Announced by Google / 2022
- Grok-1.5 - Announced by XAI / 2024
- DBRX - Announced by Databricks / 2024
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
- BloombergGPT (50B) - Announced by Bloomberg / 2023
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Papers
- GLaM (1.2T) - Announced by Google / 2021
- Megatron-Turing NLG (530B) - Announced by NVIDIA and Microsoft / 2021
- LaMDA (137B) - Announced by Google / 2021
- GLaM (1.2T) - Announced by Google / 2021
- PaLM (540B) - Announced by Google / 2022
- AlphaCode (41.4B) - Announced by DeepMind / 2022
- Chinchilla (70B) - Announced by DeepMind / 2022
- Sparrow (70B) - Announced by DeepMind / 2022
- NLLB (54.5B) - Announced by Meta / 2022
- LLaMA (65B) - Announced by Meta / 2023
- AlexaTM (20B) - Announced by Amazon / 2022
- Galactica (120B) - Announced by Meta / 2022
- PaLM2 Tech Report - Announced by Google / 2023
- LIMA - Announced by Meta / 2023
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Projects
- Gemma - Maintained by Google / 2024
- BigScience - Maintained by HuggingFace ([Twitter](https://twitter.com/BigScienceLLM)) ([Notion](https://bigscience.notion.site/BLOOM-BigScience-176B-Model-ad073ca07cdf479398d5f95d88e218c4))
- HuggingChat - Maintained by HuggingFace / 2023
- OpenAssistant - Maintained by Open Assistant / 2023
- Eleuther AI Language Model - Maintained by Eleuther AI / 2023
- Falcon LLM - Maintained by Technology Innovation Institute / 2023
- StableLM - Maintained by Stability AI / 2023
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HuggingFace repositories
- OpenAssistant SFT 6 - 30 billion LLaMa-based model made by HuggingFace for the chatting conversation.
- Vicuna Delta v0 - An open-source chatbot trained by fine-tuning LLaMA on user-shared conversations collected from ShareGPT.
- Falcon 7B - A 7B parameters causal decoder-only model built by TII and trained on 1,500B tokens of RefinedWeb enhanced with curated corpora.
- MPT 7B - A decoder-style transformer pre-trained from scratch on 1T tokens of English text and code. This model was trained by MosaicML.
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Reading materials
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GitHub repositories
- Stanford Alpaca -  - A repository of Stanford Alpaca project, a model fine-tuned from the LLaMA 7B model on 52K instruction-following demonstrations.
- Dolly -  - A large language model trained on the Databricks Machine Learning Platform.
- dalai -  - The cli tool to run LLaMA on the local machine.
- LLaMA-Adapter -  - Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters.
- alpaca-lora -  - Instruct-tune LLaMA on consumer hardware.
- llama_index -  - A project that provides a central interface to connect your LLM's with external data.
- openai/evals -  - A curated list of reinforcement learning with human feedback resources.
- trlx -  - A repo for distributed training of language models with Reinforcement Learning via Human Feedback. (RLHF)
- pythia -  - A suite of 16 LLMs all trained on public data seen in the exact same order and ranging in size from 70M to 12B parameters.
- AutoGPT -  - An experimental open-source attempt to make GPT-4 fully autonomous.
- Embedchain -  - Framework to create ChatGPT like bots over your dataset.
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Models
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Open models
- T5 (11B) - Announced by Google / 2020
- T5 FLAN (540B) - Announced by Google / 2022
- T0 (11B) - Announced by BigScience (HuggingFace) / 2021
- OPT-175B (175B) - Announced by Meta / 2022
- Bloom (176B) - Announced by BigScience (HuggingFace) / 2022
- BERT-Large (336M) - Announced by Google / 2018
- Macaw (11B) - Announced by AI2 / 2021
- Stanford Alpaca (7B) - Announced by Stanford University / 2023
- GPT-NeoX 2.0 (20B) - Announced by EleutherAI / 2023
- UL2 (20B) - Announced by Google / 2022
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Commercial models
- ChatGPT Plus (175B) - Announced by OpenAI / 2023
- GPT 3.5 (175B, text-davinci-003) - Announced by OpenAI / 2022
- Gemini - Announced by Google Deepmind / 2023
- Bard - Announced by Google / 2023
- GPT 4 (Parameter size unannounced, gpt-4-32k) - Announced by OpenAI / 2023
- ChatGPT (175B) - Announced by OpenAI / 2022
- ChatGPT Plus (175B) - Announced by OpenAI / 2023
- Codex (11B) - Announced by OpenAI / 2021
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Projects
- Visual ChatGPT - Announced by Microsoft / 2023
- LMOps - Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities.
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Datasets
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Benchmarks
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Commercial models
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Programming Languages
Categories
Sub Categories
Keywords
llm
4
language-model
3
ai
3
python
2
gpt
2
application
2
vector-database
2
rag
2
chatbot
1
instruction-following
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deep-learning
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visual-analysis
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leaderboard
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dataset
1
x-prompt
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promptist
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prompt
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pretraining
1
nlp
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lmops
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agi
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transformers
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gpt-3
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deepspeed-library
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memory
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long-term-memory
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embeddings
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chatgpt
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chatbots
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openai
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gpt-4
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autonomous-agents
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artificial-intelligence
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reinforcement-learning
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pytorch
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machine-learning
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llamaindex
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framework
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fine-tuning
1
data
1
agents
1
llama
1
dolly
1
databricks
1