LLMCompiler VS Efficient-LLMs-Survey

Compare LLMCompiler vs Efficient-LLMs-Survey and see what are their differences.

LLMCompiler

[ICML 2024] LLMCompiler: An LLM Compiler for Parallel Function Calling (by SqueezeAILab)
function-calling llm llm-agent llm-agents llms parallel-function-call efficient-inference large-language-models llama llama2 llm-framework Natural Language Processing NLP Transformer
Source Code
arxiv.org
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Efficient-LLMs-Survey

[TMLR 2024] Efficient Large Language Models: A Survey (by AIoT-MLSys-Lab)
generative-ai large-language-models efficient-algorithms machine-learning-systems
Source Code
arxiv.org
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LLMCompiler Efficient-LLMs-Survey
2 2
1,118 759
4.4% 7.1%
7.6 9.7
about 2 months ago 6 days ago
Python
MIT License Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

LLMCompiler

Posts with mentions or reviews of LLMCompiler. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-18.

Efficient-LLMs-Survey

Posts with mentions or reviews of Efficient-LLMs-Survey. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-18.

What are some alternatives?

When comparing LLMCompiler and Efficient-LLMs-Survey you can also consider the following projects:

GoLLIE - Guideline following Large Language Model for Information Extraction

llmware - Unified framework for building enterprise RAG pipelines with small, specialized models

SqueezeLLM - [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization

MemGPT - Create LLM agents with long-term memory and custom tools 📚🦙

FLaNK-Ice - Apache Iceberg - Cloud Data Lakehouse

java-iceberg-toolkit - Java implementation for performing operations on Apache Iceberg and Hive tables

uHTTP - Pythonic Web Development

daedalOS - Desktop environment in the browser

kani - kani (カニ) is a highly hackable microframework for chat-based language models with tool use/function calling. (NLP-OSS @ EMNLP 2023)

FLaNK-OpenAi - Chat

pipeline-docs-data-extractor - (Let's build a) Robust pipeline for extracting structured data from various documents

LLMCompiler vs GoLLIE Efficient-LLMs-Survey vs llmware LLMCompiler vs SqueezeLLM Efficient-LLMs-Survey vs MemGPT LLMCompiler vs FLaNK-Ice Efficient-LLMs-Survey vs java-iceberg-toolkit LLMCompiler vs uHTTP Efficient-LLMs-Survey vs daedalOS LLMCompiler vs kani Efficient-LLMs-Survey vs FLaNK-OpenAi LLMCompiler vs MemGPT LLMCompiler vs pipeline-docs-data-extractor
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