openchat VS UltraFastBERT

Compare openchat vs UltraFastBERT and see what are their differences.

openchat

OpenChat: Advancing Open-source Language Models with Imperfect Data (by imoneoi)

UltraFastBERT

The repository for the code of the UltraFastBERT paper (by pbelcak)
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openchat UltraFastBERT
18 3
4,996 493
- -
9.1 6.4
2 days ago about 2 months ago
Python 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.
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openchat

Posts with mentions or reviews of openchat. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-01.

UltraFastBERT

Posts with mentions or reviews of UltraFastBERT. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-11-22.
  • [R] Exponentially Faster Language Modelling
    1 project | /r/LearningMachines | 29 Nov 2023
    HF link: https://huggingface.co/papers/2311.10770 Code: https://github.com/pbelcak/UltraFastBERT
    1 project | /r/MachineLearning | 23 Nov 2023
    Code: https://github.com/pbelcak/UltraFastBERT
  • Exponentially Faster Language Modelling
    2 projects | news.ycombinator.com | 22 Nov 2023
    https://github.com/pbelcak/UltraFastBERT/blob/main/benchmark...

    some of which is from the pytorch docs here: https://pytorch.org/tutorials/intermediate/torch_compile_tut..., e.g. the `timed` function and how they generate data.

    Also its not just the same 12 neurons, its the 12 neurons based on the previous dot product. So some kind of JIT is needed to load the right ones?

What are some alternatives?

When comparing openchat and UltraFastBERT you can also consider the following projects:

can-ai-code - Self-evaluating interview for AI coders

embedchain - Personalizing LLM Responses

Bartender - An OpenAI chatbot for Rocket.Chat written in Go

bark - 🔊 Text-Prompted Generative Audio Model

ggml - Tensor library for machine learning

chatbot-ui - AI chat for every model.

deepeval - The LLM Evaluation Framework

qlora - QLoRA: Efficient Finetuning of Quantized LLMs

json-masker - High-performance JSON masker library in Java with no runtime dependencies

openvino_notebooks - 📚 Jupyter notebook tutorials for OpenVINO™

gpt-author