OpenLLM
dvclive
| OpenLLM | dvclive | |
|---|---|---|
| 25 | 5 | |
| 8,920 | 153 | |
| 4.7% | 2.0% | |
| 9.9 | 8.9 | |
| 1 day ago | 5 days ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
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.
OpenLLM
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First 15 Open Source Advent projects
13. OpenLLM by BentoML | Github | tutorial
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The Lost Arts of CLJS Frontend
for those who care: i am developing a cljs frontend for OpenLLM right now: https://github.com/bentoml/OpenLLM/pull/89
- Build Personal ChatGPT Using Your Data
- OpenLLM: An open platform for operating large language models (LLMs) in production.
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GPT Weekly - 26the June Edition - 🎙️ Meta's Voicebox is Paused, 🖼️SDXL 0.9, 📜AI Compliance & EU Act and more
Run inference on any LLM using OpenLLM.
- OpenLLM: OSS to easily serve Open Source LLMs
dvclive
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First 15 Open Source Advent projects
10. DVC by Iterative | Github | tutorial
- Log and track ML metrics, parameters, models with Git and DVC
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[P] Extension for VS Code to track ML experiments
There is no designated way to dump metrics. In the case of data for plots, we have a simple logger that might help: https://github.com/iterative/dvclive
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Show HN: DVC Studio – Git-Based ML Experiments Management
DVC has metrics logger similar to other experiment management tool: https://github.com/iterative/dvclive/
Also, metrics & params section of the docs explains this (but yes, it is not perfect yet): https://dvc.org/doc/start/metrics-parameters-plots
What are some alternatives?
FastChat - An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
phoenix - AI Observability & Evaluation
gpt4all - gpt4all: run open-source LLMs anywhere
pytest-visual - A visual testing framework for ML with automated change detection
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
label-studio - Label Studio is a multi-type data labeling and annotation tool with standardized output format
alpaca-lora - Instruct-tune LLaMA on consumer hardware
dvc - 🦉 ML Experiments and Data Management with Git
easydiffusion - Easiest 1-click way to create beautiful artwork on your PC using AI, with no tech knowledge. Provides a browser UI for generating images from text prompts and images. Just enter your text prompt, and see the generated image.
unilm - Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities
PdfGptIndexer - RAG based tool for indexing and searching PDF text data using OpenAI API and FAISS (Facebook AI Similarity Search) index, designed for rapid information retrieval and superior search accuracy.