LLM-Finetuning-Hub
ChatDev
LLM-Finetuning-Hub | ChatDev | |
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6 | 10 | |
638 | 23,342 | |
- | 11.1% | |
9.5 | 9.5 | |
about 1 month ago | 7 days ago | |
Python | Shell | |
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.
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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.
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
ChatDev
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AutoGen: Enable Next-Gen Large Language Model Applications
Check https://github.com/OpenBMB/ChatDev out, they simulate personas in a company and build products by simulating the interactions.
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[task] Looking for someone with experience in chatgpt
Hey I have being playing with Chatdev for a long time now, and I am looking for customization on the company config file, I am pretty busy so I can't do that on my own time I have already customized for two tasks but I am looking to do that for more than one task. I can pay 5-20$ depending on the customization length and how much time it takes you to do so
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I will pay you to customize ChatDev for me
Hey I have being playing with Chatdevfor a long time now,
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AI hype is built on high test scores. Those tests are flawed
Exactly and things are actually getting crazy now. For some reason this hasn't reached the frontpage on HN yet: https://github.com/OpenBMB/ChatDev
Making your own "internal family system" of AI's is a making this exponential (and frightening), like an ensemble on top of the ensemble, with specific "mindsets", that with shared memory can build and do stuff continuously.
I remember a couple of comments here on HN when the hype began about how some dude had figured out how to actually make an AGI - can't find it now, but it was something about having multiple AIS, discoursing with a shared memory - and now it seems to be happening.
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[D] Are there examples of AI-written projects actively maintained/worked on by humans?
I've seen a rising trend in these "ChatDev"-like projects (https://arxiv.org/abs/2307.07924, their github is https://github.com/OpenBMB/ChatDev) that can "assemble a team of AIs" to build a complete project, such as a snake game. The possible projects it can build are rather limited, and the "team" is really a chat dialogue. But it does in fact generate runnable code with some underlying system design philosophy.
- FLaNK Stack Weekly 2 October 2023
- Show HN: ChatDev – Simulating a software company with LLMs
- Communicative Agents for Software Development
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FLaNK Stack Weekly for 12 September 2023
https://github.com/OpenBMB/ChatDev?
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