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Collections including paper arxiv:2403.04746

Tool Use & more

LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error

Paper • 2403.04746 • Published Mar 7, 2024 • 24
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs

Paper • 2402.15491 • Published Feb 23, 2024 • 15
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling

Paper • 2402.10466 • Published Feb 16, 2024 • 18

Interesting things.

AtP*: An efficient and scalable method for localizing LLM behaviour to components

Paper • 2403.00745 • Published Mar 1, 2024 • 14
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27, 2024 • 627
MobiLlama: Towards Accurate and Lightweight Fully Transparent GPT

Paper • 2402.16840 • Published Feb 26, 2024 • 25
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens

Paper • 2402.13753 • Published Feb 21, 2024 • 116

MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models

Paper • 2310.11954 • Published Oct 18, 2023 • 25
Training Chain-of-Thought via Latent-Variable Inference

Paper • 2312.02179 • Published Nov 28, 2023 • 10
Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Paper • 2401.16158 • Published Jan 29, 2024 • 20
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts

Paper • 2402.09727 • Published Feb 15, 2024 • 38

ibm-research/AttaQ

Viewer • Updated Jan 26, 2024 • 1.4k • 235 • 22
snorkelai/snorkel-curated-instruction-tuning

Preview • Updated Mar 11, 2024 • 29 • 11
corbyrosset/researchy_questions

Viewer • Updated Feb 29, 2024 • 96.4k • 292 • 36
argilla/ultrafeedback-binarized-preferences

Viewer • Updated Nov 30, 2023 • 63.6k • 186 • 81

An Interactive Agent Foundation Model

Paper • 2402.05929 • Published Feb 8, 2024 • 30
From LLM to Conversational Agent: A Memory Enhanced Architecture with Fine-Tuning of Large Language Models

Paper • 2401.02777 • Published Jan 5, 2024 • 1
AgentScope: A Flexible yet Robust Multi-Agent Platform

Paper • 2402.14034 • Published Feb 21, 2024 • 13
LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error

Paper • 2403.04746 • Published Mar 7, 2024 • 24

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 • 15
LASER: LLM Agent with State-Space Exploration for Web Navigation

Paper • 2309.08172 • Published Sep 15, 2023 • 13
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Paper • 2310.04406 • Published Oct 6, 2023 • 10

Tool Use & more

LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error

Paper • 2403.04746 • Published Mar 7, 2024 • 24
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs

Paper • 2402.15491 • Published Feb 23, 2024 • 15
Large Language Models as Zero-shot Dialogue State Tracker through Function Calling

Paper • 2402.10466 • Published Feb 16, 2024 • 18

ibm-research/AttaQ

Viewer • Updated Jan 26, 2024 • 1.4k • 235 • 22
snorkelai/snorkel-curated-instruction-tuning

Preview • Updated Mar 11, 2024 • 29 • 11
corbyrosset/researchy_questions

Viewer • Updated Feb 29, 2024 • 96.4k • 292 • 36
argilla/ultrafeedback-binarized-preferences

Viewer • Updated Nov 30, 2023 • 63.6k • 186 • 81

Interesting things.

AtP*: An efficient and scalable method for localizing LLM behaviour to components

Paper • 2403.00745 • Published Mar 1, 2024 • 14
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits

Paper • 2402.17764 • Published Feb 27, 2024 • 627
MobiLlama: Towards Accurate and Lightweight Fully Transparent GPT

Paper • 2402.16840 • Published Feb 26, 2024 • 25
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens

Paper • 2402.13753 • Published Feb 21, 2024 • 116

An Interactive Agent Foundation Model

Paper • 2402.05929 • Published Feb 8, 2024 • 30
From LLM to Conversational Agent: A Memory Enhanced Architecture with Fine-Tuning of Large Language Models

Paper • 2401.02777 • Published Jan 5, 2024 • 1
AgentScope: A Flexible yet Robust Multi-Agent Platform

Paper • 2402.14034 • Published Feb 21, 2024 • 13
LLMs in the Imaginarium: Tool Learning through Simulated Trial and Error

Paper • 2403.04746 • Published Mar 7, 2024 • 24

MusicAgent: An AI Agent for Music Understanding and Generation with Large Language Models

Paper • 2310.11954 • Published Oct 18, 2023 • 25
Training Chain-of-Thought via Latent-Variable Inference

Paper • 2312.02179 • Published Nov 28, 2023 • 10
Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception

Paper • 2401.16158 • Published Jan 29, 2024 • 20
A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts

Paper • 2402.09727 • Published Feb 15, 2024 • 38

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 • 15
LASER: LLM Agent with State-Space Exploration for Web Navigation

Paper • 2309.08172 • Published Sep 15, 2023 • 13
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models

Paper • 2310.04406 • Published Oct 6, 2023 • 10

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