NN 4 NLP ; Deep Learning AND Prompting/In-context learning
Descendants partagés
51 Documents
Lior⚡ sur X : "Anthropic might've just solved Prompt Engineering. Their new "Prompt Generator" tool can turn simple descriptions into advanced prompts optimized for LLMs"
Tags:
2024-05-17 A propos
[2404.11018] Many-Shot In-Context Learning
Tags:
2024-04-21 A propos
Prompt Engineering NER
Tags:
2024-04-12 A propos
NER using DSPy
Tags:
2024-04-12 A propos
Leonie sur X : "Ollama allows you to run open source LLMs LOCALLY..."
Tags:
2024-03-30 A propos
DSPy Cheatsheet | DSPy
Tags:
2024-03-30 A propos
[2401.12178] In-Context Learning for Extreme Multi-Label Classification
Tags:
2024-03-17 A propos
Krista Opsahl-Ong sur X : "Got a pipeline with **multiple prompts**, like a DSPy program? ... Introducing MIPRO, a Multi-prompt Instruction Proposal Optimizer...."
Tags:
2024-03-09 A propos
Intro to DSPy: Goodbye Prompting, Hello Programming! | by Leonie Monigatti | Feb, 2024 | Towards Data Science
Tags:
2024-03-01 A propos
Model Prompting Guides | Prompt Engineering Guide
Tags:
2024-01-18 A propos
Omar Khattab sur X : "...Let's use 30 lines of DSPy—without any hand-written prompts or any calls to OpenAI ($0)—to teach..."
Tags:
2024-01-01 A propos
Albert Gu sur X : "Quadratic attention has been indispensable for information-dense modalities such as language... until now..."
Tags:
2023-12-05 A propos
How many Labelled Examples do you need for a BERT-sized Model to Beat GPT-4 on Predictive Tasks? - Speaker Deck
Tags:
2023-10-27 A propos
LLM prompting guide
Tags:
2023-10-13 A propos
[2310.03025] Retrieval meets Long Context Large Language Models
Tags:
2023-10-07 A propos
Leandro von Werra sur X : "Companies are currently deciding whether to invest in fine-tuning their own open LLMs (e.g. Llama 2) or to use closed LLMs via an API (e.g. Claude or GPT4)..."
Tags:
2023-10-01 A propos
[2309.12307] LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
Tags:
2023-09-26 A propos
Inside DSPy: The New Language Model Programming Framework You Need… – Towards AI
Tags:
2023-09-06 A propos
Philipp Schmid sur X : “YaRN” allows you to scale LLMs like llama 2 to over 100k context!...
Tags:
2023-09-01 A propos
Omar Khattab sur X : "Announcing 𝗗𝗦𝗣y..."
Tags:
2023-08-24 A propos
Why You (Probably) Don't Need to Fine-tune an LLM - Tidepool by Aquarium
Tags:
2023-08-19 A propos
Rachel Woods sur X : "There's a resurgence of interest in fine tuning LLMs I've yet to see a successful public use case where fine tuning > prompting. But here's where I see fine tuning *mattering*..."
Tags:
2023-08-19 A propos
[2305.14128] Dr.ICL: Demonstration-Retrieved In-context Learning
Tags:
2023-07-14 A propos
[2307.02486] LongNet: Scaling Transformers to 1,000,000,000 Tokens
Tags:
2023-07-06 A propos
[2212.14024] Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP
Tags:
2023-06-23 A propos
Jerry Liu sur Twitter : "The DSP project carries a lot of insights for improving RAG..."
Tags:
2023-06-18 A propos
Retrieval-augmented LMs, and prompting
Tags:
2023-06-16 A propos
Retrieval Augmented Generation (RAG) | Prompt Engineering Guide
Tags:
2023-06-16 A propos
[2306.07536] TART: A plug-and-play Transformer module for task-agnostic reasoning
Tags:
2023-06-15 A propos
LangChain Retrieval Webinar - YouTube
Tags:
2023-05-27 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
Aran Komatsuzaki sur Twitter : "Scaling Transformer to 1M tokens and beyond with Recurrent Memory Transformer..."
Tags:
2023-04-25 A propos
Andrej Karpathy sur Twitter : "There's a chance that LoRA finetunes work so well that it dramatically alters the finetuning vs. retrieval + few-shot prompting power dynamic..."
Tags:
2023-04-21 A propos
ReAct Prompting | Prompt Engineering Guide
Tags:
2023-04-14 A propos
Hilary Mason sur Twitter : "...Here are a few red/yellow flags to look for that indicate that a company doesn't know what they're talking about Generative AI" / Twitter
Tags:
2023-04-12 A propos
Andrej Karpathy sur Twitter : "Next frontier of prompt engineering imo: "AutoGPTs"..."
Tags:
2023-04-02 A propos
stanfordnlp/dspy: 𝗗𝗦𝗣: Demonstrate-Search-Predict. A framework for composing retrieval and language models for knowledge-intensive NLP.
Tags:
2023-02-18 A propos
Prompting, Instruction Finetuning, and RLHF (CS224N)
Tags:
2023-02-16 A propos
Guiding Frozen Language Models with Learned Soft Prompts – Google AI Blog
Tags:
2023-02-14 A propos
Generative AI with Cohere: Part 1 - Model Prompting
Tags:
2023-02-04 A propos
Riley Goodside sur Twitter : "OpenAI’s ChatGPT is susceptible to prompt injection — say the magic words, “Ignore previous directions”, and..."
Tags:
2022-12-18 A propos
[2205.05638] Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context Learning
Tags:
2022-12-15 A propos
Ekin Akyürek @ NeurIPS sur Twitter : "How does in-context learning work?..."
Tags:
2022-12-01 A propos
[2208.01066] What Can Transformers Learn In-Context? A Case Study of Simple Function Classes
Tags:
2022-09-17 A propos
[2201.04337] PromptBERT: Improving BERT Sentence Embeddings with Prompts
Tags:
2022-09-16 A propos
Prompt Tuning BERT🎯:CommonLit Readability | Kaggle
Tags:
2022-09-16 A propos
[2209.01975] Selective Annotation Makes Language Models Better Few-Shot Learners
Tags:
2022-09-07 A propos
Andrej Karpathy sur Twitter : "Language Model Cascades"
Tags:
2022-07-23 A propos
Prompting: Better Ways of Using Language Models for NLP Tasks
Tags:
2022-07-12 A propos
[2203.08913] Memorizing Transformers
Tags:
2022-05-07 A propos
How many data points is a prompt worth?
Tags:
2021-04-08 A propos