rivet
LLM-Finetuning-Hub
rivet | LLM-Finetuning-Hub | |
---|---|---|
7 | 6 | |
2,400 | 638 | |
5.4% | - | |
9.9 | 9.5 | |
6 days ago | 27 days ago | |
TypeScript | Python | |
MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
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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.
rivet
- Ask HN: Modern Day Equivalent to HyperCard?
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Rivet - JS, AI and the agent builder we deserve
But now coming to today's tool, let's talk about a topic that comes and goes, but it's always fun to play around with. I'm referring to AI; as you know, I'm not an AI-addicted person, but I like to have my share of fun with it! And a few days ago I came across the program that I am presenting to you today which aims to be very interesting and fun! Rivet, this is the name of the tool of this week, is a visual development environment for AI agents. But in what sense? Well, once you download the software, you will have a drag and drop interface to create a flow of information that can interact with various LLMs, whether it's GPT, Google models, or even Open models like Ollama running locally. It can handle all the classic control flows (if, loop etc.) and can integrate JS functions directly into it or import them from the project where we decide to incorporate it.
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BotStacks is a platform that allows you to deploy AI-powered applications in minutes, automate processes, and skyrocket productivity by connecting LLMs to data sources using Stack AI's no-code platform
https://rivet.ironcladapp.com
- Is this something useful? I created a node visualizer for ChatGPT API
- Show HN: Roboco-op, a computational blackboard for efficient human/AI collab
- FLaNK Stack Weekly 18 September 2023
- FLaNK Stack Weekly for 12 September 2023
LLM-Finetuning-Hub
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Zephyr-7B QLoRA Benchmark for Summarization and Classification
Hi everyone, we've been working on benchmarking different open-source LLMs. We measure, in particular, on the performance of these models once finetued (via QLoRA) on classic NLP downstream tasks like summarization and classification. We also put particular emphasis on benchmarking inference time/cost for these models once deployed.
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Show HN: Finetuning LLMs: Open-source vs. Close-source
Hello all,
I have been working on benchmarking different LLMs -- both open-source and closed-source.
Repo: https://github.com/georgian-io/LLM-Finetuning-Hub
Precisely, I am comparing their out-of-the-box capabilities (prompting) and their fine-tuned conterparts!
So far, the following models have been benchmarked:
Open-Source:
- FLaNK Stack Weekly for 12 September 2023
- [P][R] Finetune LLMs via the Finetuning Hub
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Show HN: Leverage Falcon 7B blog post
- Finetuning with QLoRA
I evaluate how Falcon does on classification tasks when compared to Bert and Distilbert.
Moreover, I talk about different ways you can deploy the model, and the associated costs!
The code for all of my experiments are available on: https://github.com/georgian-io/LLM-Finetuning-Hub
Happy reading and learning!
- Show HN: LLM Finetuning Hub
What are some alternatives?
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llm-toys - Small(7B and below) finetuned LLMs for a diverse set of useful tasks
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SynapseML - Simple and Distributed Machine Learning