Efficient-LLMs-Survey VS LLMCompiler

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

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

[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 LLMCompiler
2 2
748 1,110
14.3% 8.6%
9.7 7.6
3 days ago about 1 month ago
Python
Apache License 2.0 MIT License
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.

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.

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.

What are some alternatives?

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

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

GoLLIE - Guideline following Large Language Model for Information Extraction

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

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

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

FLaNK-Ice - Apache Iceberg - Cloud Data Lakehouse

daedalOS - Desktop environment in the browser

uHTTP - Pythonic Web Development

FLaNK-OpenAi - Chat

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

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

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