title
stringlengths 1
544
โ | parent
stringlengths 0
57
โ | created
stringlengths 11
12
โ | editor
stringclasses 1
value | creator
stringclasses 4
values | edited
stringlengths 11
12
โ | refs
stringlengths 0
536
โ | text
stringlengths 1
26k
| id
stringlengths 32
32
|
|---|---|---|---|---|---|---|---|---|
Lazarus
|
SuperCOT Descendents
|
Jun 7, 2023
|
Alan Jo
|
Alan Jo
|
Jun 7, 2023
|
๊ฐ์๊ธฐ leaderboard 2๋ฑ
|
049b3aa5281548efbedea1431aa7b335
|
|
Wizard Vicuna
|
Vicuna Descendents
|
Jun 7, 2023
|
Alan Jo
|
Alan Jo
|
Jun 7, 2023
|
### Uncensored
> [TheBloke/Wizard-Vicuna-13B-Uncensored-HF ยท Hugging Face](https://huggingface.co/TheBloke/Wizard-Vicuna-13B-Uncensored-HF)
|
c555316c38a24097ab53b72a9067dacc
|
|
WizardLM
|
Vicuna Descendents
|
Jul 9, 2023
|
Alan Jo
|
Alan Jo
|
Jul 9, 2023
|
[WizardLM](https://github.com/nlpxucan/WizardLM)
|
efb6e9e167794674a3f4fe115752d9ac
|
|
LLaMa History
|
LLaMA Notion
|
Apr 27, 2023
|
Alan Jo
|
Alan Jo
|
May 1, 2023
|
### History
> [A brief history of LLaMA models - AGI Sphere](https://agi-sphere.com/llama-models/)
|
55dacd67da554bc5bde17eca29e150ad
|
|
LLaMA Implementation
|
LLaMA Notion
|
May 1, 2023
|
Alan Jo
|
Alan Jo
|
Jul 8, 2023
|
### CPU
- [llama-cpu](https://github.com/markasoftware/llama-cpu)
- [llama.cpp](https://github.com/ggerganov/llama.cpp) [GGML](https://texonom.com/ggml-d3297b7eedc846a1bea05cfa0f3cc24a)
- [dalai](https://github.com/cocktailpeanut/dalai)
- [llm](https://github.com/rustformers/llm) - Rust
|
35366933da844f94abe3e1e1d0fb0089
|
|
LLaMA2
|
LLaMA Notion
|
Jul 19, 2023
|
Alan Jo
|
Alan Jo
|
Aug 4, 2023
|
[LLaMa.c](https://texonom.com/llamac-fc7b7037171c40c7ba1be5845a246aa0)
> [Why Did Meta Open-Source Llama 2?](https://matt-rickard.com/why-did-meta-open-source-llama)
> [meta-llama (Meta Llama 2)](https://huggingface.co/meta-llama)
|
9e8d55f66932447680be7fc4bfa4e050
|
|
LLaMa.c
|
LLaMA2
| null | null | null | null | null |
[llama2.c](https://github.com/karpathy/llama2.c)
[llama2.c-for-dummies](https://github.com/RahulSChand/llama2.c-for-dummies)
> [llama2.c for Dummies (์ด๋ณด์๋ฅผ ์ํ llama2.c ๊ฐ์ด๋)](https://discuss.pytorch.kr/t/llama2-c-for-dummies-llama2-c/2200)
|
fc7b7037171c40c7ba1be5845a246aa0
|
PaLM 1
|
PaLM Versions
|
May 9, 2023
|
Alan Jo
|
Alan Jo
|
May 10, 2023
|
### PaLM 1 Fine Tunings
|Title|
|:-:|
|[MedPaLM](https://texonom.com/medpalm-d3efc693e638489bad3f710b1499fef6)|
|[PaLM-E](https://texonom.com/palm-e-6193d0efdbf64e4796af833ad4611fff)|
|
9eb81dc927734b05bd0813a33f12a146
|
|
PaLM 2
|
PaLM Versions
|
Apr 7, 2022
|
Alan Jo
|
Alan Jo
|
Jun 26, 2023
|
### PaLM 2 Fine Tuning
|Title|
|:-:|
|[MedPaLM2](https://texonom.com/medpalm2-ea18df65ef3647ee9761814de98adec9)|
|[Secucity PaLM](https://texonom.com/secucity-palm-66fea029e35e49e5880ff9d5f9f005c2)|
|[AudioPaLM](https://texonom.com/audiopalm-e4c483d0ece04e4fa5bf9ef648eee7e1)|
|
c74baec55e28433093feb97b5ca572d1
|
|
MedPaLM
|
PaLM 1 Fine Tunings
|
Apr 7, 2022
|
Alan Jo
|
Alan Jo
|
May 10, 2023
|
> [Google and DeepMind just launched MedPaLM, a large language model](https://interestingengineering.com/innovation/google-deepmind-medpalm-language-model)
|
d3efc693e638489bad3f710b1499fef6
|
|
PaLM-E
|
PaLM 1 Fine Tunings
|
Apr 7, 2022
|
Alan Jo
|
Alan Jo
|
May 10, 2023
|
[ChatGPT for Robotics](https://texonom.com/chatgpt-for-robotics-f24e8e8b31854772bb8a19d9a18255f3) [AI Robotics](https://texonom.com/ai-robotics-05fedc5950e9421d9e28151bebd68300)
> [Googleโs PaLM-E is a generalist robot brain that takes commands](https://arstechnica.com/information-technology/2023/03/embodied-ai-googles-palm-e-allows-robot-control-with-natural-commands)
|
6193d0efdbf64e4796af833ad4611fff
|
|
AudioPaLM
|
PaLM 2 Fine Tuning
|
Jun 29, 2023
|
Alan Jo
|
Alan Jo
|
Jun 29, 2023
|
### Demo
> [AudioPaLM](https://google-research.github.io/seanet/audiopalm/examples/)
> [AudioPaLM: A Large Language Model That Can Speak and Listen](https://arxiv.org/abs/2306.12925)
|
e4c483d0ece04e4fa5bf9ef648eee7e1
|
|
MedPaLM2
|
PaLM 2 Fine Tuning
|
May 10, 2023
|
Alan Jo
|
Alan Jo
|
Jul 10, 2023
|
[Medical AI](https://texonom.com/medical-ai-029a540351014126969efa2d0a034264)
|
> [Googleโs medical AI chatbot is already being tested in hospitals](https://www.theverge.com/2023/7/8/23788265/google-med-palm-2-mayo-clinic-chatbot-bard-chatgpt)
|
ea18df65ef3647ee9761814de98adec9
|
Secucity PaLM
|
PaLM 2 Fine Tuning
|
May 10, 2023
|
Alan Jo
|
Alan Jo
|
Jun 26, 2023
|
66fea029e35e49e5880ff9d5f9f005c2
|
||
**ReAct Prompting**
|
Qwen Usages
|
Aug 7, 2023
|
Alan Jo
|
Alan Jo
|
Aug 7, 2023
|
> [Untitled](https://github.com/QwenLM/Qwen-7B/blob/main/examples/react_prompt.md)
|
7edbefb5341b45d2a456b5df5b7c94f4
|
|
AI **Question answering**
|
LLM Usages
|
Apr 27, 2023
|
Alan Jo
|
Alan Jo
|
Aug 8, 2023
|
[Question](https://texonom.com/question-a471a468c2234eea8fe57f2ce2817ba4) [Recommend System](https://texonom.com/recommend-system-e94b364527554e65bfd9d3dc63fb1af7)
|
### AI **Question answering Usages**
|Title|
|:-:|
|[Open Generative QA](https://texonom.com/open-generative-qa-2463bc75cb154c92a34ad7c869b53ab6)|
|[Extractive QA](https://texonom.com/extractive-qa-bb42eaeb12754e6aa2f51a1d80230d40)|
|[Closed Generative QA](https://texonom.com/closed-generative-qa-830cd1e6718b40c8affd656e646225f0)|
|[KBQA](https://texonom.com/kbqa-b36d7421836845d2937872ba50634417)|
|[QA dataset](https://texonom.com/qa-dataset-9dd3cfe0405d4431a6fe65fe720a313f)|
### Langchain
> [Question Answering โ ๐ฆ๐ LangChain 0.0.150](https://python.langchain.com/en/latest/use_cases/evaluation/question_answering.html)
> [Question Answering over Docs โ ๐ฆ๐ LangChain 0.0.148](https://python.langchain.com/en/latest/use_cases/question_answering.html)
### Notion
> [What is Question Answering? - Hugging Face](https://huggingface.co/tasks/question-answering)
|
05d026befa7441949b7bff695e24268c
|
Chat AI
|
LLM Usages
|
Jun 27, 2022
|
Alan Jo
|
Alan Jo
|
Jun 20, 2023
|
[Prompt Engineering](https://texonom.com/prompt-engineering-eb0deb4baf844bebb873c19a0e307e7e) [AI Question answering](https://texonom.com/ai-question-answering-05d026befa7441949b7bff695e24268c)
|
### Human should focus on composing and organizing information not providing answer
Because AI is much better at providing information and give answers
### Chat AIs
|Title|
|:-:|
|[ChatGPT](https://texonom.com/chatgpt-dbe93533b058404c82bbf0173f2a004d)|
|[Bard](https://texonom.com/bard-fb7e579ffbaf4b46a9f7c780dec8c6a8)|
|[Bing Chat](https://texonom.com/bing-chat-2cf71195b8864d2c9beed75ca3fb341e)|
|[Claude AI](https://texonom.com/claude-ai-f81efb6693ee4c12b2fea01e9acc4315)|
|[Pi AI](https://texonom.com/pi-ai-bb30fd988e364dfd9b545619a1356ab3)|
|[Hugging Chat](https://texonom.com/hugging-chat-337d73df99c14e3b80526434e58b91b0)|
|[FastChat](https://texonom.com/fastchat-4074369b09a744a8818c78ead5381289)|
|[StableVicuna](https://texonom.com/stablevicuna-b26962d1df9a47b3844f68fc1ceaa7d7)|
|[ChatRWKV](https://texonom.com/chatrwkv-a2a2891b6ef14635849607bee1bf5b20)|
|[Cleverbot](https://texonom.com/cleverbot-4f58f6051fbe46e7ad23de3679adb447)|
|[Jabberwacky](https://texonom.com/jabberwacky-16cf12ce8e48483ea69ddba1c7faa38d)|
|[GPT4ALL](https://texonom.com/gpt4all-2bad10ba8cd04efe8b44ef358a9a1f8c)|
### Chat AI Services
|Title|
|:-:|
|[Perplexity AI](https://texonom.com/perplexity-ai-69198664fba040ca9d2f43b7de47a910)|
|[Poe](https://texonom.com/poe-9937abf07eb140808a1d534d5db6964c)|
|[LocalGPT](https://texonom.com/localgpt-f70e1a9eaa6241049115f7ed978dbc55)|
|[Ora.sh](https://texonom.com/orash-a411b1f4803b4fa6b7f5da75ca88dec2)|
|[Forefront ai](https://texonom.com/forefront-ai-dfc3fa4626a74d15898538ba42770923)|
|[Chat Dataset](https://texonom.com/chat-dataset-a50a9f2a6aab4e0cbf94d09d36641d07)|
|[RealChar.ai](https://texonom.com/realcharai-0a82c8f5e98c4db2b6f2d6346244a270)|
### Characters Platform
> [Untitled](https://beta.character.ai/)
> [I Built an AI Chatbot Based On My Favorite Podcast](https://every.to/superorganizers/i-trained-a-gpt-3-chatbot-on-every-episode-of-my-favorite-podcast)
> [Microsoft Could Bring You Back From The Dead... As A Chat Bot](https://technuws.com/microsoft-could-bring-you-back-from-the-dead-as-a-chat-bot/)
> [GetGPT - NoCode ChatGPT Platform](https://getgpt.app/marketplace)
### **Talking to AI Might Be the Most Important Skill of This Century**
> [The Most Important Job Skill of This Century](https://www.theatlantic.com/technology/archive/2023/02/openai-text-models-google-search-engine-bard-chatbot-chatgpt-prompt-writing/672991/)
> [์ค์นด์ด๋ฉ์ค, ๋ฐ์ง๋ก 24์๊ฐ ์ฌ์ฅ ๋ชจ๋ํฐ๋ง... '์นดํธ-์' ์ถ์](https://www.venturesquare.net/812703)
> [Brity Assistant](https://brityassistant.samsungsds.com/frontend/bot/dialog/402)
|
54e11ff265864d949816a2f86a1e1b40
|
Document AI
|
LLM Usages
|
May 11, 2023
|
Alan Jo
|
Alan Jo
|
Jul 31, 2023
|
[GCP Model Garden](https://texonom.com/gcp-model-garden-2f389eae6ca24b6f9549ffc0fe964c72) [Text embedding](https://texonom.com/text-embedding-f592251a59af4e5b8a7a70c255546ef7) [Recommend System](https://texonom.com/recommend-system-e94b364527554e65bfd9d3dc63fb1af7)
|
๋ณํ๋ ์ง์๊ณผ ๋ณํ์ง ์๋ ์ง์์ ๊ตฌ๋ถํ๋๋ก ํ์ตํด์ผ ํ๋ค
๊ทธ์ similarity ๋ก๋ง ๊ฐ์ ธ์ค๊ฒ ํ๋ฉด ์ต์ ์ฑ์ด ๋จ์ด์ง๋ค
์ฌ๋ฌ ๋ฐ์ดํฐ์ค ์ต์ ๋ฐ์ดํฐ๋ฅผ ๊ฐ์ ธ์ค๋ ๊ฒ์ด ํต์ฌ์ด ๋๋ ์ฃผ์ ๊ฐ ์๋๋ก HFํ๋ ๋ฐ์ดํฐ metric ํ์
### Document AIs
|Title|
|:-:|
|[Danwer](https://texonom.com/danwer-6831a192fc8c4437b3192c72901c0647)|
|[Angryface](https://texonom.com/angryface-e9fa7917b83842a3a074b3e23796ac26)|
|[ChatPDF](https://texonom.com/chatpdf-7983169eef3b41849d41a180d7ddac1a)|
|[privateGPT](https://texonom.com/privategpt-59b4fa4fdc1e4b589ac836b469bd1c25)|
|[Humata](https://texonom.com/humata-0ce47d5cf1674ff0a7839d225ab4c4d5)|
|[NotebookLM](https://texonom.com/notebooklm-d9749714c9ad4ac9bd688ebb2d38542a)|
|[Quivr](https://texonom.com/quivr-7cfcd4b80b194684ae73be03e0a5a382)|
|
073d20eac42148de9adcf9e25aafea22
|
In-context learning
|
LLM Usages
|
Jun 11, 2023
|
Alan Jo
|
Alan Jo
|
Jul 16, 2023
|
[Prompt Engineering](https://texonom.com/prompt-engineering-eb0deb4baf844bebb873c19a0e307e7e) [LLM Context](https://texonom.com/llm-context-252aa3db0c164002aba92482142bcc2d)
|
> [Instruction Tuning์ด๋?](https://velog.io/@nellcome/Instruction-Tuning์ด๋)
|
2f55f51a87a04785be78dc65ef752ca4
|
Learn LLM
|
LLM Usages
|
Apr 30, 2023
|
Alan Jo
|
Alan Jo
|
Apr 30, 2023
|
- [LLMsPracticalGuide](https://github.com/Mooler0410/LLMsPracticalGuide)
|
fe951103d9394d0b8102a5b7719f4a21
|
|
LLM API
|
LLM Usages
|
Jun 29, 2023
|
Alan Jo
|
Alan Jo
|
Jun 29, 2023
|
### LLM APIs
|Title|
|:-:|
|[Gorilla LLM](https://texonom.com/gorilla-llm-d4d2b5f5b98c4e39b88ce45d3b659c57)|
|
21350df762de48469ee6285c9dc171eb
|
|
LLM Chunking
|
LLM Usages
|
Apr 12, 2023
|
Alan Jo
|
Alan Jo
|
Apr 12, 2023
|
> [Chunking Strategies for LLM applications | Pinecone](https://www.pinecone.io/learn/chunking-strategies/)
|
ae00551922854c1198744f19cc9e6ac4
|
|
LLM Context
|
LLM Usages
|
Jul 9, 2023
|
Alan Jo
|
Alan Jo
|
Jul 28, 2023
|
### LLM Context Notion
|Title|
|:-:|
|[LLM Context Extending](https://texonom.com/llm-context-extending-5a0eed1f1aa34bf1852ac86d51a7c77f)|
### LLM Context Usages
|Title|
|:-:|
|[AutoCompressors](https://texonom.com/autocompressors-6accb222b49d45b88e5a2de620a546dc)|
|
252aa3db0c164002aba92482142bcc2d
|
|
LLM Development
|
LLM Usages
|
Mar 21, 2023
|
Alan Jo
|
Alan Jo
|
Aug 3, 2023
|
[openplayground](https://github.com/nat/openplayground) [NLP Tool](https://texonom.com/nlp-tool-494563c4dab640cb91c24033020f4207)
|
### LLM Development Tools
|Title|
|:-:|
|[BigScience Workshop](https://texonom.com/bigscience-workshop-a287b5df1efa45d5856c345335021a7d)|
|[LMFlow](https://texonom.com/lmflow-4615107b90cf497faab7c2daced7e112)|
|[Toolformer](https://texonom.com/toolformer-a31c209d5bbe4dc9bc7c48aa3c831b75)|
|[ ](https://texonom.com/84a95b8224e849c99b974f90a9c73007)|
### LLM App Tools
|Title|
|:-:|
|[Semantic Kernel](https://texonom.com/semantic-kernel-733ab758806a40bb96245d70701ee5e4)|
> [Patterns for Building LLM-based Systems & Products](https://eugeneyan.com/writing/llm-patterns/)
> [The New Language Model Stack](https://www.sequoiacap.com/article/llm-stack-perspective)
|
04d6c7eb5be24cc28be8bc2175f1a3f0
|
LLM History
|
LLM Usages
|
Aug 2, 2023
|
Alan Jo
|
Alan Jo
|
Aug 2, 2023
|
### History
> [Five years of GPT progress](https://finbarr.ca/five-years-of-gpt-progress)
> [AI Revolution - Transformers and Large Language Models (LLMs)](http://blog.eladgil.com/2022/08/ai-revolution-transformers-and-large.html)
> [Using Large Language Models Effectively](https://unsupervisedlearning.substack.com/p/using-large-language-models-effectively)
> [Paper page - On the Origin of LLMs: An Evolutionary Tree and Graph for 15,821 Large Language Models](https://huggingface.co/papers/2307.09793)
> [The History of Open-Source LLMs: Better Base Models (Part Two)](https://cameronrwolfe.substack.com/p/the-history-of-open-source-llms-better)
|
0f189de18e6945e4812199276e5ce118
|
|
LLM Optimization
|
LLM Usages
|
Apr 30, 2023
|
Alan Jo
|
Alan Jo
|
Apr 30, 2023
|
- [Parallel Training](https://texonom.com/parallel-training-4a8896bc837b4dddb47c3700b715cdc8)
- [ML Compiler Optimization](https://texonom.com/ml-compiler-optimization-011e7bd0ba8f417bb111ec5ea2171c8e)
|
fd44b16e13b5410b84f17554198b1b24
|
|
LLM Performance
|
LLM Usages
|
Jun 2, 2023
|
Alan Jo
|
Alan Jo
|
Jul 15, 2023
|
## [AI Benchmark](https://texonom.com/ai-benchmark-dafb301998c24471a34222e16caf15da)
[Language Model Evaluation](https://texonom.com/language-model-evaluation-12c7993f85964bb29623228c8306be91)
### LLM Metrics
|Title|
|:-:|
|[AlpacaEval](https://texonom.com/alpacaeval-e5cd2732b20740799ed6a3dca99a7b4e)|
|[AI2 Reasoning Challenge](https://texonom.com/ai2-reasoning-challenge-c0b9c64af4df40e0bb8f238cddf75c31)|
|[HellaSwag](https://texonom.com/hellaswag-0c69d21ac3b844b3b4152dbbe5c91392)|
|[MMLU](https://texonom.com/mmlu-d2a91b61ee71491d9e6e284a5bdcc709)|
|[TruthfulQA](https://texonom.com/truthfulqa-5f3d96db45574e7cb9679390baaa9617)|
### LLM Leaderboard
> [Open LLM Leaderboard - a Hugging Face Space by HuggingFaceH4](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard)
|
64fb9ce675344d0390d6155ed6efb0fe
|
|
LLMA
|
LLM Usages
|
Apr 12, 2023
|
Alan Jo
|
Alan Jo
|
Apr 12, 2023
|
ํ์ฌ ๋ณ๋ชฉ์ธ ์ถ๋ก ์ ๊ฐ์
> [Inference with Reference: Lossless Acceleration of Large Language Models](https://arxiv.org/abs/2304.04487)
|
0f7a9f91fb014d2180e50bcd66abb36b
|
|
MLLM
|
LLM Usages
|
Apr 9, 2023
|
Alan Jo
|
Alan Jo
|
Apr 9, 2023
|
[Multimodal AI](https://texonom.com/multimodal-ai-381b5ebe1218438689de97941a3d9829) [Cross-Attention](https://texonom.com/cross-attention-6365d422d2bf4be78dac038df3a19aae)
|
### MLLM Notion
|Title|
|:-:|
|[Language Is Not All You Need](https://texonom.com/language-is-not-all-you-need-0a6f8ec4af2f44bfacf6d4da5dd5da02)|
### MLLMs
|Title|
|:-:|
|[Flamingo MLLM](https://texonom.com/flamingo-mllm-fb225f5068b7439f8d7bf69c08657c0d)|
> [https://thegenerality.com/agi/?fbclid=IwAR3aPmwPe6CC7INiPtKlq3SxShfP_-l4LsfvCmS-I6ChQgIAl5qfuQLz_YE](https://thegenerality.com/agi/?fbclid=IwAR3aPmwPe6CC7INiPtKlq3SxShfP_-l4LsfvCmS-I6ChQgIAl5qfuQLz_YE)
|
98172e9446c04bcc9cf52b2bc5d0bd17
|
Multilingual LLM
|
LLM Usages
|
Jul 29, 2023
|
Alan Jo
|
Alan Jo
|
Jul 29, 2023
|
### Multilingual LLMs
|Title|
|:-:|
|[POLYLM](https://texonom.com/polylm-99114b0e59344bc8afa9a8c41012c52c)|
|
7467ae0b84964657a5e0bc80bd845313
|
|
Prompt Engineering
|
LLM Usages
|
Dec 23, 2022
|
Alan Jo
|
Alan Jo
|
Jul 17, 2023
|
[In-context learning](https://texonom.com/in-context-learning-2f55f51a87a04785be78dc65ef752ca4) [Programming](https://texonom.com/programming-b65cb6e064f64deeaa9c6d9665d10aad)
|
### Multimodal Programming
์๋ฌธ์ด ์์๋ ๊ทธ๊ฒ์ ๋ํ ์ ๋ณด๋ฅผ ์ฃผ์ง ๋ง๊ณ ์ค๋ช
ํด์ผํ๋ค. ๊ทธ๋ฌ๋ฉด ๊ทธ ์๋ฌธ์ด ํ๋ ธ๋๋ผ๋ ๋ง๋ ๊ฒ์ฒ๋ผ ์ค๋ช
ํ๊ธฐ ๋๋ฌธ
๊ทธ๋ฅ ๋ ์ฌ์ด์ ๊ด๊ณ๋ฅผ ์ค๋ช
ํด๋ฌ๋ผ ํด์ผ ๊ฐ๊ด์ ์ธ ๋ต๋ณ์ด ๋์จ๋ค (๊ด๊ณ๊ฐ ์๋ค๋ฉด ๊ด๊ณ๊ฐ ์๋ ๊ฒ์ฒ๋ผ ๋งํ๋ค)
### Prompt Engineering Notion
|Title|
|:-:|
|[Zero-shot prompting](https://texonom.com/zero-shot-prompting-ebcf607e953748e992ec544be01ee995)|
|[Few Shot Prompting](https://texonom.com/few-shot-prompting-c4ce984814984f2d81fbaff7ef54c401)|
|[Mega Prompt](https://texonom.com/mega-prompt-9141d2818d34409f8d4fb1ac44a6e206)|
|[AI Companion](https://texonom.com/ai-companion-7aca10bc6f8140098379960c069bcfd2)|
|[Prompt Testing](https://texonom.com/prompt-testing-0f2c04134b3a44a287f8d104e1a4fc04)|
|[Scheme Engineering](https://texonom.com/scheme-engineering-5ee8f9dc0240408ba4f522d27e2bd3ca)|
### Promptings
|Title|
|:-:|
|[Chain-of-Thought](https://texonom.com/chain-of-thought-581ce6d4d73d48089643fcd96159c7eb)|
|[CoT-SC](https://texonom.com/cot-sc-bb9345b90ff0422d9ee524bbd1f77537)|
|[ToT](https://texonom.com/tot-351a0b7acaff41c3a21ac8b3ef00975e)|
|[GoT](https://texonom.com/got-3115f072dfd74b44ba95e4efa04309ed)|
|[Chain of Hindsight](https://texonom.com/chain-of-hindsight-6ade9e6b73204f1ba7b9b32b07d84aa8)|
|[Self-Ask Prompting](https://texonom.com/self-ask-prompting-f56f799526ae47288b9d9bb829eb3564)|
### Prompt Engineering Usages
|Title|
|:-:|
|[Learn Prompt Engineering](https://texonom.com/learn-prompt-engineering-dcf48a4dfd5a4eea86cd95bb1feaac8c)|
|[Prompt Engineering Tool](https://texonom.com/prompt-engineering-tool-fbfc30b51e154dd88dc0c7ffa7838ff0)|
|[Prompt Template](https://texonom.com/prompt-template-0b7b010aa8014dc786553620351cf280)|
|[Prompt Injection Attack](https://texonom.com/prompt-injection-attack-2c587b2bc0bf4b2d896ab3c74ad3af2d)|
> [https://mitchellh.com/writing/prompt-engineering-vs-blind-prompting](https://mitchellh.com/writing/prompt-engineering-vs-blind-prompting)
> [Prompt Engineering](https://lilianweng.github.io/posts/2023-03-15-prompt-engineering/)
> [Learn Prompting | Learn Prompting](https://learnprompting.org/)
> [Introduction โ Nextra](https://www.promptingguide.ai/introduction)
|
eb0deb4baf844bebb873c19a0e307e7e
|
**Uncensored LLM**
|
LLM Usages
|
Jul 15, 2023
|
Alan Jo
|
Alan Jo
|
Jul 20, 2023
|
why we should use **Uncensored**
> [WizardLM-7B-Uncensored](https://www.reddit.com/r/LocalLLaMA/comments/1384u1g/wizardlm7buncensored/)
|
61d50af6dc494ed1960c8c632394c8a5
|
|
**Closed Generative QA**
|
AI Question answering Usages
|
May 22, 2023
|
Alan Jo
|
Alan Jo
|
May 22, 2023
|
830cd1e6718b40c8affd656e646225f0
|
||
**Extractive QA**
|
AI Question answering Usages
|
May 22, 2023
|
Alan Jo
|
Alan Jo
|
May 22, 2023
|
bb42eaeb12754e6aa2f51a1d80230d40
|
||
****KBQA****
|
AI Question answering Usages
|
Jul 16, 2023
|
Alan Jo
|
Alan Jo
|
Jul 16, 2023
|
[Knowledge Graph](https://texonom.com/knowledge-graph-cc2dec0e7f664d159c8a646d25070cc9)
|
> [[AI ๊ธฐ์ ] ์ง์ ๋ํ๋ฅผ ์ํ AI ๊ธฐ์ : ์ง์ ๊ธฐ๋ฐ ์ง๋ฌธ ์๋ต ๊ธฐ์ ํธ](https://m.blog.naver.com/nuguai/222064665208)
> [Papers with Code - Knowledge Base Question Answering](https://paperswithcode.com/task/knowledge-base-question-answering/latest)
|
b36d7421836845d2937872ba50634417
|
**Open Generative QA**
|
AI Question answering Usages
|
May 22, 2023
|
Alan Jo
|
Alan Jo
|
May 31, 2023
|
### Template Gallery
|Title|
|:-:|
|[Template Page](https://texonom.com/template-page-36f1f8bd633141a8b72e16c74b4c91bc)|
|
2463bc75cb154c92a34ad7c869b53ab6
|
|
QA dataset
|
AI Question answering Usages
|
Aug 8, 2023
|
Alan Jo
|
Alan Jo
|
Aug 8, 2023
|
### QA datasets
|Title|
|:-:|
|[](https://texonom.com/eb70f890e1da490780092c06d5638242)|
|
9dd3cfe0405d4431a6fe65fe720a313f
|
|
Template Page
|
Template Gallery
|
May 31, 2023
|
Alan Jo
|
Alan Jo
|
May 31, 2023
|
36f1f8bd633141a8b72e16c74b4c91bc
|
||
[TheoremQA](https://github.com/wenhuchen/TheoremQA)
|
QA datasets
|
Apr 27, 2023
|
Alan Jo
|
Alan Jo
|
Aug 8, 2023
|
eb70f890e1da490780092c06d5638242
|
||
Chat Dataset
|
Chat AI Services
|
Jul 16, 2023
|
Alan Jo
|
Alan Jo
|
Jul 16, 2023
|
### Chat Datasets
|Title|
|:-:|
|
a50a9f2a6aab4e0cbf94d09d36641d07
|
|
Forefront ai
|
Chat AI Services
|
Jun 20, 2023
|
Alan Jo
|
Alan Jo
|
Jun 20, 2023
|
> [Forefront Chat](https://chat.forefront.ai/)
|
dfc3fa4626a74d15898538ba42770923
|
|
LocalGPT
|
Chat AI Services
|
Jun 2, 2023
|
Alan Jo
|
Alan Jo
|
Jun 20, 2023
|
[localGPT](https://github.com/PromtEngineer/localGPT) [privateGPT](https://texonom.com/privategpt-59b4fa4fdc1e4b589ac836b469bd1c25)
|
f70e1a9eaa6241049115f7ed978dbc55
|
|
Ora.sh
|
Chat AI Services
|
Apr 6, 2023
|
Alan Jo
|
Alan Jo
|
Jul 12, 2023
|
[AI Companion](https://texonom.com/ai-companion-7aca10bc6f8140098379960c069bcfd2)
|
> [1-click chatbot | ora.sh](https://ora.sh/)
|
a411b1f4803b4fa6b7f5da75ca88dec2
|
Perplexity AI
|
Chat AI Services
|
Jan 20, 2023
|
Alan Jo
|
Alan Jo
|
Jul 12, 2023
|
### powered by GPT-4
> [Perplexity AI](https://www.perplexity.ai/)
|
69198664fba040ca9d2f43b7de47a910
|
|
Poe
|
Chat AI Services
|
Jan 20, 2023
|
Alan Jo
|
Alan Jo
|
Jul 12, 2023
|
[Quora](https://texonom.com/quora-0c1caacd06f54254a6c3869bf0b9a438) [AI Companion](https://texonom.com/ai-companion-7aca10bc6f8140098379960c069bcfd2)
|
### Multi AI in one space
Poe API
> [Untitled](https://poe.com/)
|
9937abf07eb140808a1d534d5db6964c
|
RealChar.ai
|
Chat AI Services
|
Jul 28, 2023
|
Alan Jo
|
Alan Jo
|
Jul 28, 2023
|
[RealChar](https://github.com/Shaunwei/RealChar) [Voice AI](https://texonom.com/voice-ai-3f564d2777ff4f7fa366d2334ac1c742)
|
0a82c8f5e98c4db2b6f2d6346244a270
|
|
Bard
|
Chat AIs
|
Jul 31, 2023
|
Alan Jo
|
Alan Jo
|
Jul 31, 2023
|
> [โWhat's new with Bard](https://bard.google.com/updates)
|
fb7e579ffbaf4b46a9f7c780dec8c6a8
|
|
Bing Chat
|
Chat AIs
|
Jun 20, 2023
|
Alan Jo
|
Alan Jo
|
Jul 31, 2023
|
> [I Tried Microsoftโs New AI-Powered Bing. Search Will Never Be the Same.](https://www.wsj.com/amp/articles/i-tried-microsofts-new-ai-powered-bing-search-will-never-be-the-same-11675799762)
> [Microsoft now lets you change Bingโs chatbot personality to be more entertaining](https://www.theverge.com/2023/3/2/23621772/microsoft-bing-ai-chatbot-personality-toggle)
|
2cf71195b8864d2c9beed75ca3fb341e
|
|
ChatGPT
|
Chat AIs
|
Jun 27, 2022
|
Alan Jo
|
Alan Jo
|
Jul 28, 2023
|
[GPT](https://texonom.com/gpt-d07bb69aa3794c44b3cdc1347132f75b) [chat-gpt-google-extension](https://github.com/wong2/chat-gpt-google-extension) [awesome-chatgpt](https://github.com/humanloop/awesome-chatgpt)
|
### Too General Purpose so not very useful before introducing plugin
Better to use [ChatPDF](https://texonom.com/chatpdf-7983169eef3b41849d41a180d7ddac1a) or other find-tuned purpose specific AI Tools
### ChatGPT Notion
|Title|
|:-:|
|[ChatGPT Hisotry](https://texonom.com/chatgpt-hisotry-09ca98eec2c94068874db7d14f7063f0)|
|[ChatGPT Plugin](https://texonom.com/chatgpt-plugin-a3d4619e27284aedabe4c8aab45d3cea)|
|[ChatGPT API](https://texonom.com/chatgpt-api-353e309a03684825b1cb80ee7b32aa26)|
|[ChatGPT Code Interpreter](https://texonom.com/chatgpt-code-interpreter-d6f5b637581a4ac8bf780ae2b1a49610)|
### ChatGPT Usages
|Title|
|:-:|
|[ChatGPT for Robotics](https://texonom.com/chatgpt-for-robotics-f24e8e8b31854772bb8a19d9a18255f3)|
|[ShareGPT](https://texonom.com/sharegpt-56936320aa9c445289181f2c3510fb63)|
|[Flows Network](https://texonom.com/flows-network-8d3c2a99625245edbaaf0146f0171fe7)|
|[G4F](https://texonom.com/g4f-fde2ddd155eb44b8878ca83c2d756735)|
> [ChatGPT can now remember who you are and what you want](https://www.theverge.com/2023/7/20/23801520/chatgpt-openai-custom-instructions-chatbot)
> [Building A Virtual Machine inside ChatGPT](https://www.engraved.blog/building-a-virtual-machine-inside/)
> [ChatGPT's AI Chatbot Can Fight Hospital Bills, Invent Bedtime Stories and More](https://www.cnet.com/tech/computing/the-five-best-uses-so-far-for-chatgpts-ai-chatbot/)
|
dbe93533b058404c82bbf0173f2a004d
|
ChatRWKV
|
Chat AIs
|
May 28, 2023
|
Alan Jo
|
Alan Jo
|
Jun 20, 2023
|
[RWKV](https://texonom.com/rwkv-639fb6fcbaba43e398a6e2fe5495373a) [ChatRWKV](https://github.com/BlinkDL/ChatRWKV)
|
a2a2891b6ef14635849607bee1bf5b20
|
|
Claude AI
|
Chat AIs
|
Mar 15, 2023
|
Alan Jo
|
Alan Jo
|
Jul 12, 2023
|
[Anthropic AI](https://texonom.com/anthropic-ai-096e36d827a2421b9b0ee8d1ff3b0305) [Claude Shannon](https://texonom.com/claude-shannon-bc27d0c33de4438cb326957a169ed36a)
|
### **Claude 2**
> [New ChatGPT rival, Claude 2, launches for open beta testing](https://arstechnica.com/information-technology/2023/07/new-chatgpt-rival-claude-2-launches-for-open-beta-testing)
> [Anthropic's latest model can take 'The Great Gatsby' as input](https://techcrunch.com/2023/05/11/anthropics-latest-model-can-take-the-great-gatsby-as-input/)
> [Constitutional AI: Harmlessness from AI Feedback](https://www.anthropic.com/index/constitutional-ai-harmlessness-from-ai-feedback)
> [Anthropic introduces Claude, a โmore steerableโ AI competitor to ChatGPT](https://arstechnica.com/information-technology/2023/03/anthropic-introduces-claude-a-more-steerable-ai-competitor-to-chatgpt/)
> [Anthropic launches Claude, a chatbot to rival OpenAI's ChatGPT](https://techcrunch.com/2023/03/14/anthropic-launches-claude-a-chatbot-to-rival-openais-chatgpt/)
|
f81efb6693ee4c12b2fea01e9acc4315
|
Cleverbot
|
Chat AIs
|
Jul 4, 2023
|
Alan Jo
|
Alan Jo
|
Jul 4, 2023
|
2008
> [Cleverbot](https://en.wikipedia.org/wiki/Cleverbot)
|
4f58f6051fbe46e7ad23de3679adb447
|
|
FastChat
|
Chat AIs
|
Apr 5, 2023
|
Alan Jo
|
Alan Jo
|
Jun 20, 2023
|
[GPT 4](https://texonom.com/gpt-4-0d74adcc08b44c23b6f8b0b17e54cc3e) [FastChat](https://github.com/lm-sys/FastChat)
|
## [Vicuna](https://texonom.com/vicuna-ea1568170bf84148a8d06414a84eaff4)
```typepip3 install fschat# Request LLaMa Weights to meta (https://docs.google.com/forms/d/e/1FAIpQLSfqNECQnMkycAp2jP4Z9TFX0cGR4uf7b_fBxjY_OjhJILlKGA/viewform)# Transform into Hugging Face formatpython src/transformers/models/llama/convert_llama_weights_to_hf.py \ --input_dir ~/Downloads/llama/weights --model_size 7B --output_dir ~/.llama-13b# Delta Vicuna Weightspython3 -m fastchat.model.apply_delta \ --base ~/.llama-13b \ --target ~/.vicuna-13b \ --delta lmsys/vicuna-13b-delta-v0# Servingpython3 -m fastchat.serve.cli --model-name ~/.vicuna-13b```
> [Vicuna: An Open-Source Chatbot Impressing GPT-4 with 90%* ChatGPT Quality](https://vicuna.lmsys.org/)
|
4074369b09a744a8818c78ead5381289
|
GPT4ALL
|
Chat AIs
|
Jul 20, 2023
|
Alan Jo
|
Alan Jo
|
Jul 20, 2023
|
[gpt4all](https://github.com/nomic-ai/gpt4all)
|
2bad10ba8cd04efe8b44ef358a9a1f8c
|
|
Hugging Chat
|
Chat AIs
|
May 12, 2023
|
Alan Jo
|
Alan Jo
|
Jun 20, 2023
|
[chat-ui](https://github.com/huggingface/chat-ui) [SvelteKit](https://texonom.com/sveltekit-5dc606aebf334ca39a1b4a8657074678)
|
337d73df99c14e3b80526434e58b91b0
|
|
Jabberwacky
|
Chat AIs
|
Jul 4, 2023
|
Alan Jo
|
Alan Jo
|
Jul 4, 2023
|
1986-1997
> [Jabberwacky](https://en.wikipedia.org/wiki/Jabberwacky)
|
16cf12ce8e48483ea69ddba1c7faa38d
|
|
Pi AI
|
Chat AIs
|
Jul 31, 2023
|
Alan Jo
|
Alan Jo
|
Jul 31, 2023
|
bb30fd988e364dfd9b545619a1356ab3
|
||
**StableVicuna**
|
Chat AIs
|
Apr 30, 2023
|
Alan Jo
|
Alan Jo
|
Jun 20, 2023
|
[RLHF](https://texonom.com/rlhf-4b184f9c9e8b4c7a8861fb6374e91aa6)
|
### ****First Large-Scale Open Source RLHF LLM Chatbot****
> [Stability AI releases StableVicuna, the AI Worldโs First Open Source RLHF LLM Chatbot โ Stability AI](https://stability.ai/blog/stablevicuna-open-source-rlhf-chatbot)
|
b26962d1df9a47b3844f68fc1ceaa7d7
|
ChatGPT API
|
ChatGPT Notion
|
Jul 7, 2023
|
Alan Jo
|
Alan Jo
|
Jul 15, 2023
|
- [openai-python](https://github.com/openai/openai-python)
- [openai-node](https://github.com/openai/openai-node)
### ChatGPT API Usages
|Title|
|:-:|
|[ChatGPT API Model](https://texonom.com/chatgpt-api-model-9a08c4adee1d4144873fa8f00638863c)|
|[ChatML](https://texonom.com/chatml-f685fcd1763e4e5498a42e7d079b6fed)|
> [OpenAI Platform](https://platform.openai.com/docs/models/overview)
> [OpenAI API](https://openai.com/blog/openai-api)
|
353e309a03684825b1cb80ee7b32aa26
|
|
ChatGPT Code Interpreter
|
ChatGPT Notion
|
Jul 7, 2023
|
Alan Jo
|
Alan Jo
|
Jul 14, 2023
|
### [Accounting](https://texonom.com/accounting-4dacef10eb1540a0ad1d75f296fa79e3)
> [OpenAIโs Code Interpreter Is About to Remake Finance](https://every.to/napkin-math/openai-s-code-interpreter-is-about-to-remake-finance-5e1f66df-b74f-4113-9f6e-b72505697499)
> [What AI can do with a toolbox... Getting started with Code Interpreter](https://www.oneusefulthing.org/p/what-ai-can-do-with-a-toolbox-getting?utm_medium=reader2)
> [OpenAI on Twitter](https://twitter.com/OpenAI/status/1677015057316872192)
|
d6f5b637581a4ac8bf780ae2b1a49610
|
|
ChatGPT Hisotry
|
ChatGPT Notion
|
Jun 27, 2022
|
Alan Jo
|
Alan Jo
|
Mar 24, 2023
|
> [ChatGPT: Optimizing Language Models for Dialogue](https://openai.com/blog/chatgpt)
> [The inside story of how ChatGPT was built from the people who made it](https://www.technologyreview.com/2023/03/03/1069311/inside-story-oral-history-how-chatgpt-built-openai/)
> [ChatGPT versus Google and other search engines - the winner is ..](https://www.algolia.com/blog/ai/why-chatgpt-wont-replace-search-engines-any-time-soon/)
|
09ca98eec2c94068874db7d14f7063f0
|
|
ChatGPT Plugin
|
ChatGPT Notion
|
Jun 27, 2022
|
Alan Jo
|
Alan Jo
|
Mar 27, 2023
|
[WebGPT](https://texonom.com/webgpt-a6418269ddde49b8b229bb48d124bb81)
[chatgpt-retrieval-plugin](https://github.com/openai/chatgpt-retrieval-plugin)
### Develop
> [OpenAI API](https://platform.openai.com/docs/plugins/getting-started/writing-descriptions)
### Official
> [ChatGPT plugins](https://openai.com/blog/chatgpt-plugins)
> [OpenAI is massively expanding ChatGPTโs capabilities to let it browse the web and more](https://www.theverge.com/2023/3/23/23653591/openai-chatgpt-plugins-launch-web-browsing-third-party)
### Browser Extension
> [AIPRM](https://www.aiprm.com/)
### Cheat Sheet
โฃ
|
a3d4619e27284aedabe4c8aab45d3cea
|
|
ChatGPT API Model
|
ChatGPT API Usages
|
Jul 7, 2023
|
Alan Jo
|
Alan Jo
|
Jul 15, 2023
|
### ChatGPT API Models
|Title|
|:-:|
|[ChatGPT Completions API](https://texonom.com/chatgpt-completions-api-f91d355dcc21429ebe5f21b7eaa42218)|
> [OpenAI Platform](https://platform.openai.com/docs/models/overview)
|
9a08c4adee1d4144873fa8f00638863c
|
|
ChatML
|
ChatGPT API Usages
|
Jun 27, 2022
|
Alan Jo
|
Alan Jo
|
Jul 15, 2023
|
[ChatGPT Completions API](https://texonom.com/chatgpt-completions-api-f91d355dcc21429ebe5f21b7eaa42218)
|
### Role
- system | user | assistant
### input role
> [ChatML vs Prompts - what's the difference?](https://www.youtube.com/watch?v=t-h2LV55Br4)
> [openai-python/chatml.md at 1165639843d1be71b009e17b9c29686d05299d4e ยท openai/openai-python](https://github.com/openai/openai-python/blob/1165639843d1be71b009e17b9c29686d05299d4e/chatml.md)
|
f685fcd1763e4e5498a42e7d079b6fed
|
ChatGPT Completions API
|
ChatGPT API Models
|
Jul 9, 2023
|
Alan Jo
|
Alan Jo
|
Jul 15, 2023
|
accounts for 97% of API GPT usage
> [OpenAI Platform](https://platform.openai.com/docs/guides/gpt/chat-completions-api)
> [GPT-4 API general availability and deprecation of older models in the Completions API](https://openai.com/blog/gpt-4-api-general-availability)
|
f91d355dcc21429ebe5f21b7eaa42218
|
|
**WebGPT**
|
ChatGPT Plugin
| null | null | null | null | null |
### Bing Web Search API
With human feedback
> [Untitled](https://arxiv.org/pdf/2112.09332.pdf)
> [openai/webgpt_comparisons ยท Datasets at Hugging Face](https://huggingface.co/datasets/openai/webgpt_comparisons)
> [WebGPT: Improving the Factual Accuracy of Language Models through Web Browsing](https://openai.com/blog/webgpt/)
|
a6418269ddde49b8b229bb48d124bb81
|
ChatGPT for Robotics
|
ChatGPT Usages
|
Jun 27, 2022
|
Alan Jo
|
Alan Jo
|
Mar 24, 2023
|
[AI Robotics](https://texonom.com/ai-robotics-05fedc5950e9421d9e28151bebd68300) [PaLM-E](https://texonom.com/palm-e-6193d0efdbf64e4796af833ad4611fff)
> [ChatGPT for Robotics](https://www.microsoft.com/en-us/research/group/autonomous-systems-group-robotics/articles/chatgpt-for-robotics/)
|
f24e8e8b31854772bb8a19d9a18255f3
|
|
Flows Network
|
ChatGPT Usages
|
Jun 11, 2023
|
Alan Jo
|
Alan Jo
|
Jun 11, 2023
|
> [Flows.network](https://flows.network/)
|
8d3c2a99625245edbaaf0146f0171fe7
|
|
G4F
|
ChatGPT Usages
|
Jul 5, 2023
|
Alan Jo
|
Alan Jo
|
Jul 5, 2023
|
### Not working 23/07/05s
[gpt4free](https://github.com/xtekky/gpt4free)
[freegpt-webui](https://github.com/ramonvc/freegpt-webui)
|
fde2ddd155eb44b8878ca83c2d756735
|
|
ShareGPT
|
ChatGPT Usages
|
May 28, 2023
|
Alan Jo
|
Alan Jo
|
Jul 5, 2023
|
> [ShareGPT: Share your wildest ChatGPT conversations with one click.](https://sharegpt.com/)
|
56936320aa9c445289181f2c3510fb63
|
|
Angryface
|
Document AIs
|
Jul 18, 2023
|
Alan Jo
|
Alan Jo
|
Jul 18, 2023
|
[angryface](https://github.com/seonglae/angryface)
|
e9fa7917b83842a3a074b3e23796ac26
|
|
ChatPDF
|
Document AIs
|
May 11, 2023
|
Alan Jo
|
Alan Jo
|
May 11, 2023
|
7983169eef3b41849d41a180d7ddac1a
|
||
Danwer
|
Document AIs
|
Jul 18, 2023
|
Alan Jo
|
Alan Jo
|
Jul 18, 2023
|
> [Introduction - Danswer Documentation](https://docs.danswer.dev/introduction)
|
6831a192fc8c4437b3192c72901c0647
|
|
Humata
|
Document AIs
|
Jun 27, 2023
|
Alan Jo
|
Alan Jo
|
Jul 1, 2023
|
> [Humata - GPT for your files](https://www.humata.ai/)
|
0ce47d5cf1674ff0a7839d225ab4c4d5
|
|
NotebookLM
|
Document AIs
|
Jul 13, 2023
|
Alan Jo
|
Alan Jo
|
Jul 13, 2023
|
US only
> [Google's latest experiments in Labs](https://labs.withgoogle.com/)
|
d9749714c9ad4ac9bd688ebb2d38542a
|
|
privateGPT
|
Document AIs
|
May 11, 2023
|
Alan Jo
|
Alan Jo
|
May 11, 2023
|
[privateGPT](https://github.com/imartinez/privateGPT)
|
59b4fa4fdc1e4b589ac836b469bd1c25
|
|
Quivr
|
Document AIs
|
Jul 18, 2023
|
Alan Jo
|
Alan Jo
|
Jul 18, 2023
|
[quivr](https://github.com/StanGirard/quivr)
> [Quivr - Get a Second Brain with Generative AI](https://www.quivr.app/)
|
7cfcd4b80b194684ae73be03e0a5a382
|
|
Gorilla LLM
|
LLM APIs
|
Jun 29, 2023
|
Alan Jo
|
Alan Jo
|
Jun 29, 2023
|
[gorilla](https://github.com/ShishirPatil/gorilla)
|
### Gorilla LLM USages
|Title|
|:-:|
> [Gorilla](https://gorilla.cs.berkeley.edu/)
> [Gorilla: Large Language Model Connected with Massive APIs](https://arxiv.org/abs/2305.15334)
|
d4d2b5f5b98c4e39b88ce45d3b659c57
|
LLM Context Extending
|
LLM Context Notion
|
Jul 9, 2023
|
Alan Jo
|
Alan Jo
|
Jul 28, 2023
|
### LLM Context Extending Notion
|Title|
|:-:|
|[RoPE](https://texonom.com/rope-aa8472211ec9463092cccafc42f1607c)|
|[LONGNET](https://texonom.com/longnet-50ba4fc91010438bace397acd5693f3a)|
|[Dynamic NTK](https://texonom.com/dynamic-ntk-662e5354f1f74e5b8d2ee3f9f274ef84)|
> [Paper page - Extending Context Window of Large Language Models via Positional Interpolation](https://huggingface.co/papers/2306.15595)
|
5a0eed1f1aa34bf1852ac86d51a7c77f
|
|
Dynamic NTK
|
LLM Context Extending Notion
|
Aug 5, 2023
|
Alan Jo
|
Alan Jo
|
Aug 5, 2023
|
[(Experimental) Add support to NTK RoPE scaling](https://github.com/turboderp/exllama/pull/118)
> [Dynamically Scaled RoPE further increases performance of long context LLaMA with zero fine-tuning](https://www.reddit.com/r/LocalLLaMA/comments/14mrgpr/dynamically_scaled_rope_further_increases/)
|
662e5354f1f74e5b8d2ee3f9f274ef84
|
|
LONGNET
|
LLM Context Extending Notion
|
Jul 13, 2023
|
Alan Jo
|
Alan Jo
|
Jul 16, 2023
|
1B sequence length
[Dilated Attention](https://texonom.com/dilated-attention-d9000e3460f547bca3f15ac9b8d7e36c)
> [Microsoftโs LongNet Scales Transformer to One Billion Tokens](https://medium.com/syncedreview/microsofts-longnet-scales-transformer-to-one-billion-tokens-af02ff657d87)
> [Untitled](https://arxiv.org/pdf/2307.02486.pdf)
|
50ba4fc91010438bace397acd5693f3a
|
|
RoPE
|
LLM Context Extending Notion
|
Jul 9, 2023
|
Alan Jo
|
Alan Jo
|
Jul 16, 2023
|
[Interpolation](https://texonom.com/interpolation-bce3644c1d424ebda3d300da73972609)
|
### ROTARY POSITION EMBEDDING
[llama : add custom RoPE (#2054)](https://github.com/ggerganov/llama.cpp/commit/6e7cca404748dd4b1a3affd0d1296e37f4ac0a6f)
> [Untitled](https://arxiv.org/pdf/2306.15595.pdf)
> [NTK-Aware Scaled RoPE allows LLaMA models to have extended (8k+) context size without any fine-tuning and minimal perplexity degradation.](https://www.reddit.com/r/LocalLLaMA/comments/14lz7j5/ntkaware_scaled_rope_allows_llama_models_to_have/)
|
aa8472211ec9463092cccafc42f1607c
|
AutoCompressors
|
LLM Context Usages
|
Jul 9, 2023
|
Alan Jo
|
Alan Jo
|
Jul 28, 2023
|
[AutoCompressors](https://github.com/princeton-nlp/AutoCompressors)
|
> [Adapting Language Models to Compress Contexts](https://arxiv.org/abs/2305.14788)
|
6accb222b49d45b88e5a2de620a546dc
|
Semantic Kernel
|
LLM App Tools
|
Mar 21, 2023
|
Alan Jo
|
Alan Jo
|
Apr 5, 2023
|
[semantic-kernel](https://github.com/microsoft/semantic-kernel)
|
733ab758806a40bb96245d70701ee5e4
|
|
[FlexGen](https://github.com/FMInference/FlexGen)
|
LLM Development Tools
|
May 22, 2023
|
Alan Jo
|
Alan Jo
|
May 22, 2023
|
84a95b8224e849c99b974f90a9c73007
|
||
BigScience Workshop
|
LLM Development Tools
|
May 26, 2021
|
Alan Jo
|
Alan Jo
|
Jul 20, 2023
|
[petals](https://github.com/bigscience-workshop/petals) [Cloud Computing GPU](https://texonom.com/cloud-computing-gpu-900a2635af4b405bbc01746551ecddc9)
|
### GPU Sharing [P2P](https://texonom.com/p2p-404e19bb6c8e43c68540792b5fa4a9d0)
> [JavaScript is not available.](https://twitter.com/BigScienceW)
|
a287b5df1efa45d5856c345335021a7d
|
LMFlow
|
LLM Development Tools
|
Apr 5, 2023
|
Alan Jo
|
Alan Jo
|
Apr 5, 2023
|
[LMFlow](https://github.com/OptimalScale/LMFlow)
|
Toolkit for Finetuning and Inference
|
4615107b90cf497faab7c2daced7e112
|
Toolformer
|
LLM Development Tools
|
May 26, 2021
|
Alan Jo
|
Alan Jo
|
May 22, 2023
|
[toolformer-pytorch](https://github.com/lucidrains/toolformer-pytorch)
> [Untitled](https://www.gizmochina.com/2023/02/17/toolformer-language-model-by-meta/)
> [Meta develops an AI language bot that can use external software tools](https://arstechnica.com/information-technology/2023/02/meta-develops-an-ai-language-bot-that-can-use-external-software-tools)
|
a31c209d5bbe4dc9bc7c48aa3c831b75
|
|
Language Model Evaluation
|
LLM Performance
| null | null | null | null | null |
[lm-evaluation-harness](https://github.com/EleutherAI/lm-evaluation-harness)
evaluate
> [Considerations for model evaluation](https://huggingface.co/docs/evaluate/considerations)
|
12c7993f85964bb29623228c8306be91
|
AI2 Reasoning Challenge
|
LLM Metrics
|
Jun 2, 2023
|
Alan Jo
|
Alan Jo
|
Jun 2, 2023
|
c0b9c64af4df40e0bb8f238cddf75c31
|
||
AlpacaEval
|
LLM Metrics
|
Jul 2, 2023
|
Alan Jo
|
Alan Jo
|
Jul 2, 2023
|
### Quite Accurate
[alpaca_eval](https://github.com/tatsu-lab/alpaca_eval)
> [Alpaca Eval Leaderboard](https://tatsu-lab.github.io/alpaca_eval/)
|
e5cd2732b20740799ed6a3dca99a7b4e
|
|
HellaSwag
|
LLM Metrics
|
Jun 2, 2023
|
Alan Jo
|
Alan Jo
|
Jun 2, 2023
|
0c69d21ac3b844b3b4152dbbe5c91392
|
||
MMLU
|
LLM Metrics
|
Jun 2, 2023
|
Alan Jo
|
Alan Jo
|
Jun 2, 2023
|
d2a91b61ee71491d9e6e284a5bdcc709
|
||
TruthfulQA
|
LLM Metrics
|
Jun 2, 2023
|
Alan Jo
|
Alan Jo
|
Jun 2, 2023
|
5f3d96db45574e7cb9679390baaa9617
|
||
****Language Is Not All You Need****
|
MLLM Notion
|
Apr 9, 2023
|
Alan Jo
|
Alan Jo
|
Apr 9, 2023
|
[KOSMOS-1](https://texonom.com/kosmos-1-eef4f69c8dfb4fab8cc3ee3019ad2e6f)
|
[Cross-Attention](https://texonom.com/cross-attention-6365d422d2bf4be78dac038df3a19aae)
์ด๋ฏธ์ง์ ํ
์คํธ๋ฅผ ๋์์ ์ฒ๋ฆฌํ ์ ์๋ Cross-modal Embedding ๋ฐฉ๋ฒ์ ์ฌ์ฉ
> [Untitled](https://arxiv.org/pdf/2302.14045.pdf)
> [Language Is Not All You Need: Aligning Perception with Language Models](https://arxiv.org/abs/2302.14045)
|
0a6f8ec4af2f44bfacf6d4da5dd5da02
|
Flamingo MLLM
|
MLLMs
|
Apr 9, 2023
|
Alan Jo
|
Alan Jo
|
Apr 9, 2023
|
[Deepmind](https://texonom.com/deepmind-5eb171c77b344d4786a9a5b23ae70eca) [open_flamingo](https://github.com/mlfoundations/open_flamingo)
|
[Cross Validation](https://texonom.com/cross-validation-184e7cfc80d6410188922d27ef4ef52c) ๊ณผ self-attention layer๋ฅผ ๋ฒ๊ฐ์ ๊ฐ๋ฉฐ ์ ์ฉํด์ ์ ์ ์์ ํ์ต ๋ฐ์ดํฐ๋ก๋ถํฐ๋ ํจ๊ณผ์ ์ผ๋ก ์ ๋ณด๋ฅผ ์ถ์ถ
[Meta Learning](https://texonom.com/meta-learning-96b4df900e3d42c8b5c088f1eda778d6) ๊ตฌ์กฐ๋ ๊ทธ๋์ ๋ฃ์๊ฑฐ
๊ทธ๋์ [Fewย shot learning](https://texonom.com/fewshot-learning-f2a97adcbc774f4abd677a6db974329d) ์ ์ข์๊ฒ
> [Untitled](https://storage.googleapis.com/deepmind-media/DeepMind.com/Blog/tackling-multiple-tasks-with-a-single-visual-language-model/flamingo.pdf)
> [Tackling multiple tasks with a single visual language model](https://www.deepmind.com/blog/tackling-multiple-tasks-with-a-single-visual-language-model?fbclid=IwAR0ToGRwuXzzPAKfKSbtAZ26OIDPHfoAGCoSzenyWXUfuHb_iLMjxa1Iw10)
|
fb225f5068b7439f8d7bf69c08657c0d
|
POLYLM
|
Multilingual LLMs
|
Jul 29, 2023
|
Alan Jo
|
Alan Jo
|
Jul 29, 2023
|
> [Untitled](https://arxiv.org/pdf/2307.06018.pdf)
|
99114b0e59344bc8afa9a8c41012c52c
|
|
AI Companion
|
Prompt Engineering Notion
|
Jul 12, 2023
|
Alan Jo
|
Alan Jo
|
Jul 12, 2023
|
[Poe](https://texonom.com/poe-9937abf07eb140808a1d534d5db6964c)
|
### AI Companion Tools
|Title|
|:-:|
|[](https://texonom.com/df47d567989d475bb02288ead60ec8f2)|
|
7aca10bc6f8140098379960c069bcfd2
|
Few Shot Prompting
|
Prompt Engineering Notion
|
Apr 12, 2023
|
Alan Jo
|
Alan Jo
|
May 26, 2023
|
[Fewย shot learning](https://texonom.com/fewshot-learning-f2a97adcbc774f4abd677a6db974329d)
|
LLM์ด ์ด๋ป๊ฒ ์๋ตํด์ผ ํ๋์ง์ ๋ํ ๋ช ๊ฐ์ง ์๋ฅผ ์ ๊ณต
> [Maximizing the Potential of LLMs: A Guide to Prompt Engineering](https://www.ruxu.dev/articles/ai/maximizing-the-potential-of-llms)
|
c4ce984814984f2d81fbaff7ef54c401
|
Mega Prompt
|
Prompt Engineering Notion
|
Jul 10, 2023
|
Alan Jo
|
Alan Jo
|
Jul 10, 2023
|
> [Mega-Prompts: Turning Expertise into Code](https://messyproblems.substack.com/p/mega-prompts-turning-expertise-into)
|
9141d2818d34409f8d4fb1ac44a6e206
|
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.