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Collections including paper arxiv:2310.03714

fka/awesome-chatgpt-prompts

Viewer • Updated Jan 6 • 203 • 10.2k • 7.35k
jonatasgrosman/wav2vec2-large-xlsr-53-english

Automatic Speech Recognition • Updated Mar 25, 2023 • 20.7M • 456
mrm8488/distilroberta-finetuned-financial-news-sentiment-analysis

Text Classification • Updated Jan 21, 2024 • 2.5M • 367
openai-community/gpt2

Text Generation • Updated Feb 19, 2024 • 17.5M • • 2.55k

LLMs - DSPY - SELF IMPROVING (RAG) PIPELINES

DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Paper • 2310.03714 • Published Oct 5, 2023 • 34

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18, 2024 • 146
ReFT: Reasoning with Reinforced Fine-Tuning

Paper • 2401.08967 • Published Jan 17, 2024 • 30
Tuning Language Models by Proxy

Paper • 2401.08565 • Published Jan 16, 2024 • 22
TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models

Paper • 2308.07074 • Published Aug 14, 2023
Evoke: Evoking Critical Thinking Abilities in LLMs via Reviewer-Author Prompt Editing

Paper • 2310.13855 • Published Oct 20, 2023 • 1
LIMIT: Less Is More for Instruction Tuning Across Evaluation Paradigms

Paper • 2311.13133 • Published Nov 22, 2023
Group Preference Optimization: Few-Shot Alignment of Large Language Models

Paper • 2310.11523 • Published Oct 17, 2023

Detecting Pretraining Data from Large Language Models

Paper • 2310.16789 • Published Oct 25, 2023 • 11
Let's Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models

Paper • 2310.13671 • Published Oct 20, 2023 • 19
AutoMix: Automatically Mixing Language Models

Paper • 2310.12963 • Published Oct 19, 2023 • 14
An Emulator for Fine-Tuning Large Language Models using Small Language Models

Paper • 2310.12962 • Published Oct 19, 2023 • 13

DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Paper • 2310.03714 • Published Oct 5, 2023 • 34
Tuna: Instruction Tuning using Feedback from Large Language Models

Paper • 2310.13385 • Published Oct 20, 2023 • 11

Ada-Instruct: Adapting Instruction Generators for Complex Reasoning

Paper • 2310.04484 • Published Oct 6, 2023 • 5
Diversity of Thought Improves Reasoning Abilities of Large Language Models

Paper • 2310.07088 • Published Oct 11, 2023 • 5
Adapting Large Language Models via Reading Comprehension

Paper • 2309.09530 • Published Sep 18, 2023 • 77
Democratizing Reasoning Ability: Tailored Learning from Large Language Model

Paper • 2310.13332 • Published Oct 20, 2023 • 15

Branch-Solve-Merge Improves Large Language Model Evaluation and Generation

Paper • 2310.15123 • Published Oct 23, 2023 • 8
ToolChain*: Efficient Action Space Navigation in Large Language Models with A* Search

Paper • 2310.13227 • Published Oct 20, 2023 • 13
LASER: LLM Agent with State-Space Exploration for Web Navigation

Paper • 2309.08172 • Published Sep 15, 2023 • 11
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Paper • 2310.04406 • Published Oct 6, 2023 • 8

Self-Improving Pipelines

DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines

Paper • 2310.03714 • Published Oct 5, 2023 • 34
LLM Guided Inductive Inference for Solving Compositional Problems

Paper • 2309.11688 • Published Sep 20, 2023 • 1
How FaR Are Large Language Models From Agents with Theory-of-Mind?

Paper • 2310.03051 • Published Oct 4, 2023 • 35

Text-to-3D using Gaussian Splatting

Paper • 2309.16585 • Published Sep 28, 2023 • 30
FP8-LM: Training FP8 Large Language Models

Paper • 2310.18313 • Published Oct 27, 2023 • 33
Zephyr: Direct Distillation of LM Alignment

Paper • 2310.16944 • Published Oct 25, 2023 • 122
Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models

Paper • 2312.06585 • Published Dec 11, 2023 • 29

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