Finetune_LLMs VS AnglE

Compare Finetune_LLMs vs AnglE and see what are their differences.

Finetune_LLMs

Repo for fine-tuning Casual LLMs (by mallorbc)
Docker Falcon Gpt gpt-3 gpt-35-turbo gpt-4 gpt-j-6b llama llama2 llm llm-training mpt
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AnglE

Angle-optimized Text Embeddings | 🔥 SOTA on STS and MTEB Leaderboard (by SeanLee97)
llama llama2 semantic-similarity semantic-textual-similarity sentence-embedding stsbenchmark text-embedding sentence-embeddings document-retrieval text-similarity retrieval-augmented-generation sentence-vector text-vector text2vec Embeddings sts
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Finetune_LLMs AnglE
2 12
438 355
- -
8.5 9.2
about 1 month ago about 1 month ago
Python Python
GNU Affero General Public License v3.0 MIT License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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Finetune_LLMs

Posts with mentions or reviews of Finetune_LLMs. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-09-23.
  • Prepare Dataset
    1 project | /r/GPT3 | 28 Apr 2022
    Regarding this: if you have resources (at least Colab Pro), you would be much better off training GPT-J (aka GPT-J-6B). Not only it's 4x larger than the largest GPT-2, its architecture, AFAIK, is based on GPT-3. You can use this repo as a good example for GPT-J finetuning.
  • [D] Fine-tuning GPT-J: lessons learned
    3 projects | /r/MachineLearning | 23 Sep 2021
    And this: https://github.com/mallorbc/Finetune_GPTNEO_GPTJ6B

AnglE

Posts with mentions or reviews of AnglE. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-01-22.

What are some alternatives?

When comparing Finetune_LLMs and AnglE you can also consider the following projects:

DeepSpeed - DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

code-llama-for-vscode - Use Code Llama with Visual Studio Code and the Continue extension. A local LLM alternative to GitHub Copilot.

mesh-transformer-jax - Model parallel transformers in JAX and Haiku

mteb - MTEB: Massive Text Embedding Benchmark

api-for-open-llm - Openai style api for open large language models, using LLMs just as chatgpt! Support for LLaMA, LLaMA-2, BLOOM, Falcon, Baichuan, Qwen, Xverse, SqlCoder, CodeLLaMA, ChatGLM, ChatGLM2, ChatGLM3 etc. 开源大模型的统一后端接口

GoLLIE - Guideline following Large Language Model for Information Extraction

instructor-embedding - [ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

replicate-llama2-sms-chatbot

llmware - Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.

go-llama2 - Llama 2 inference in one file of pure Go

slowllama - Finetune llama2-70b and codellama on MacBook Air without quantization

Finetune_LLMs vs DeepSpeed AnglE vs code-llama-for-vscode Finetune_LLMs vs mesh-transformer-jax AnglE vs mteb Finetune_LLMs vs code-llama-for-vscode AnglE vs api-for-open-llm Finetune_LLMs vs GoLLIE AnglE vs instructor-embedding Finetune_LLMs vs replicate-llama2-sms-chatbot AnglE vs llmware Finetune_LLMs vs go-llama2 Finetune_LLMs vs slowllama