AI teams ; Unsupervised deep pre-training AND Generative Transformer LM
Common descendants
46 Documents
Jeremy Howard sur X : "FSDP/QDoRA with Llama3 : I believe that this combination is likely to create better task-specific models than anything else at any cost."
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2024-04-23 About
[2404.11018] Many-Shot In-Context Learning
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2024-04-21 About
Mathieu Trachino sur X : "Why @huggingface Assistants are better than GPTs..."
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2024-02-03 About
Getting started with Llama 2 - AI at Meta
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2023-10-28 About
LLM prompting guide
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2023-10-13 About
[2309.12307] LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
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2023-09-26 About
Philipp Schmid sur X : “YaRN” allows you to scale LLMs like llama 2 to over 100k context!...
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2023-09-01 About
Fine-Tuning Llama-2: A Comprehensive Case Study for Tailoring Models to Unique Applications | Anyscale
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2023-08-18 About
Easily Finetune Llama 2 for Your Text-to-SQL Applications | by Jerry Liu | Aug, 2023
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2023-08-18 About
Andrej Karpathy sur Twitter : "How is LLaMa.cpp possible?"
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2023-08-16 About
Simon Willison sur Twitter : "Run Llama 2 on your own Mac using LLM and Homebrew..."
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2023-08-02 About
Andrej Karpathy sur Twitter : "My fun weekend hack: llama2.c Lets you train a baby Llama 2 model in PyTorch, then inference it with one 500-line file with no dependencies, in pure C."
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2023-07-24 About
Llama 2 is here - get it on Hugging Face
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2023-07-19 About
clem 🤗 sur Twitter : "Llama 2 by @Meta is already integrated with @huggingface transformers, TGI, inference endpoints, PEFT and much more..."
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2023-07-19 About
Llama 2 - Meta AI
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2023-07-19 About
[2305.14128] Dr.ICL: Demonstration-Retrieved In-context Learning
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2023-07-14 About
ggerganov/llama.cpp: Port of Facebook's LLaMA model in C/C++
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2023-06-04 About
LangChain Retrieval Webinar - YouTube
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2023-05-27 About
How to use Alpaca-LoRA to fine-tune a model like ChatGPT
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2023-05-26 About
State of GPT (Andrej Karpathy at Microsoft Build)
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2023-05-24 About
Diffusion language models – Sander Dieleman
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2023-04-06 About
Daniel Vila Suero sur Twitter : "Data quality is key for LLMs, but we're building Open Source LLMs with data of "unknown" quality... Introducing Alpaca GarbageCollector..."
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2023-04-05 About
Jeremy Howard sur Twitter : "There's a lot of folks under the misunderstanding that it's now possible to run a 30B param LLM in <6GB, based on this GitHub discussion. This is not the case..." (thread)
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2023-04-03 About
[2303.17651] Self-Refine: Iterative Refinement with Self-Feedback
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2023-04-03 About
Using ChatGPT Plugins with LLaMA
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2023-03-27 About
Alpaca Finetuning of Llama on a 24G Consumer GPU
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2023-03-27 About
tloen/alpaca-lora: Instruct-tune LLaMA on consumer hardware
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2023-03-22 About
LLM Zoo at Home: LLaMA & Alpaca | bergis universe of software, hardware and ideas
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2023-03-20 About
Guillaume Lample sur Twitter : "Today we release LLaMA, 4 foundation models ranging from 7B to 65B parameters..."
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2023-02-25 About
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?..."
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2023-02-23 About
stanfordnlp/dspy: 𝗗𝗦𝗣: Demonstrate-Search-Predict. A framework for composing retrieval and language models for knowledge-intensive NLP.
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2023-02-18 About
Prompting, Instruction Finetuning, and RLHF (CS224N)
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2023-02-16 About
Guiding Frozen Language Models with Learned Soft Prompts – Google AI Blog
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2023-02-14 About
Google announces ChatGPT rival Bard, with wider availability in ‘coming weeks’ - The Verge
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2023-02-07 About
Ramsri Goutham Golla sur Twitter : "The most practical open-source competitor to @OpenAI 's GPT-3 is Google's Flan-T5 Here are 5 Flan-T5 resources to try out easily, deploy, or fine-tune it! 🧵" / Twitter
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2023-02-04 About
BioGPT
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2023-02-02 About
Shayne Longpre sur Twitter : "What’s the best completely public competitor to #ChatGPT? Flan-T5 beats all public models we tested..."
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2023-02-01 About
Akari Asai sur Twitter : "Can we solely rely on LLMs’ memories (eg replace search w ChatGPT)? Probably not... Our analysis shows how retrieval is complementary to LLMs’ parametric knowledge..."
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2022-12-21 About
Meet CoAuthor, an Experiment in Human-AI Collaborative Writing
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2022-11-13 About
[2208.01066] What Can Transformers Learn In-Context? A Case Study of Simple Function Classes
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2022-09-17 About
[2201.04337] PromptBERT: Improving BERT Sentence Embeddings with Prompts
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2022-09-16 About
Prompt Tuning BERT🎯:CommonLit Readability | Kaggle
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2022-09-16 About
[2209.01975] Selective Annotation Makes Language Models Better Few-Shot Learners
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2022-09-07 About
[2203.08913] Memorizing Transformers
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2022-05-07 About
Omer Levy sur Twitter : "What if I told you that fine-tuning T5-Large (0.8B params) on a couple hundred examples could outperform GPT-3 (175B params) on a bunch of tasks?"
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2021-10-13 About
How many data points is a prompt worth?
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2021-04-08 About