deepset sur Twitter : " Generative models have taken the world of NLP by storm. But LLMs do not know about your personal data. This makes personal assistants, enterprise knowledge management and many other applications challenging. Retrieval augmented pipelines are the answer"
Tags:
Au sujet de ce document
Infos sur le fichier
Documents with similar tags (experimental)
Christopher Manning sur X : "Now that everyone is writing LLM programs, the idea of doing approximate bayesian inference by sampling along linguistic pipelines (rather than k-best, etc.) is more relevant again"
Tags:
2024-03-19 A propos
Sebastian Raschka sur X : "Since Mixture of Expert (MoE) LLMs are all the rage as of this weekend, thanks to the Mixtral-8x-7B release, here's a quick explainer..."
Tags:
2023-12-12 A propos
[2310.03025] Retrieval meets Long Context Large Language Models
Tags:
2023-10-07 A propos
Jeremy Howard sur X : "I just uploaded a 90 minute tutorial, which is designed to be the one place I point coders at when they ask "hey, tell me everything I need to know about LLMs!"
Tags:
2023-09-24 A propos
Jeremy Howard sur X : "It looks like @johnowhitaker & I may have found something crazy: LLMs can nearly perfectly memorise from just 1-2 examples!"
Tags:
2023-09-06 A propos
Jerry Liu sur Twitter : "Some critical data considerations that you must take into account to make your LLM application production-ready"
Tags:
2023-07-23 A propos
Scott Condron sur Twitter : "a tag-based document explorer with <200 lines of python 1. keyword extraction 2. LLM turns keywords into tags 3. tag docs with LLM 4. document browsing on a weave board"
Tags:
2023-06-29 A propos
Aran Komatsuzaki sur Twitter : "The False Promise of Imitating Proprietary LLMs..."
Tags:
2023-06-03 A propos
Aran Komatsuzaki sur Twitter : "Unleashing Infinite-Length Input Capacity for Large-scale Language Models with Self-Controlled Memory System Enables LLMs to outperform ChatGPT in scenarios involving ultra-long document summarization or long-term conversations."
Tags:
2023-04-27 A propos
Jerry Liu sur Twitter : "To evaluate retrieval-augmented LLM’s, we can compare the query/response/source context to see if they match. We just added this to @gpt_index..."
Tags:
2023-04-11 A propos
Jim Fan sur Twitter : "...NVIDIA AI Foundations "
Tags:
2023-03-24 A propos
Andrej Karpathy sur Twitter : "Base LLMs (non-finetuned) make very strong few-shot classifiers. Describe task in English, give few examples, read off the label probabilities on test example. No gradient-based optimization necessary. It brings a cannon to a knife fight but is fast, convenient, strong baseline." / Twitter
Tags:
2023-03-19 A propos
Jerry Liu sur Twitter : "A key goal of @gpt_index is to enable end users to ask an LLM *any* questions over their own data..."
Tags:
2023-02-27 A propos
Guillaume Lample sur Twitter : "Today we release LLaMA, 4 foundation models ranging from 7B to 65B parameters..."
Tags:
2023-02-25 A propos
Maria Khalusova @maria@recsys.social sur Twitter : "Did you know that you can tweak the text output generated by a LLM without changing any of the trainable parameters?..."
Tags:
2023-02-23 A propos
[2302.08091] Do We Still Need Clinical Language Models?
Tags:
2023-02-17 A propos
Yann LeCun sur Twitter : "On the highway towards Human-Level AI, Large Language Model is an off-ramp."
Tags:
2023-02-05 A propos
fly51fly sur Twitter : "REPLUG: Retrieval-Augmented Black-Box Language Models..."
Tags:
2023-01-31 A propos
Uri Alon sur Twitter : "K-nearest neighbors language models (kNN-LMs; @ukhndlwl et al., ICLR'2020) improve the perplexity of standard LMs... Why?"
Tags:
2023-01-11 A propos
Andrej Karpathy sur Twitter : "Great post (5mo ago) "chinchilla's wild implications" giving context to LLM goldrush shifting from model size to dataset size..."
Tags:
2023-01-05 A propos
Yi Tay sur Twitter : "Don't retrieve, recite!..."
Tags:
2022-10-06 A propos
Timo Schick sur Twitter : "PEER, a language model trained to incrementally write texts & collaborate w/ humans ..."
Tags:
2022-08-25 A propos
Recent Advances in Retrieval-Augmented Text Generation
Tags:
2022-07-11 A propos
Jason Weston sur Twitter : "SeeKeR: An open source search-augmented language model"
Tags:
2022-03-25 A propos
Haystack (deepset)
Tags:
2021-09-20 A propos
Hugging Face sur Twitter : "Transformers release of the Retrieval-Augmented Generation model in collaboration with @facebookai!"
Tags:
2021-02-23 A propos