thinkgpt
ReplitLM
| thinkgpt | ReplitLM | |
|---|---|---|
| 2 | 3 | |
| 1,469 | 911 | |
| 1.2% | 0.7% | |
| 6.8 | 7.0 | |
| 9 months ago | 8 months ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
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thinkgpt
- FLiPN-FLaNK Stack Weekly May 8 2023
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AI — weekly megathread!
ThinkGPT, a Python library for LLMs, enables chain of thoughts, reasoning, and generative agents. It addresses limited context, improves one-shot reasoning, and integrates intelligent decisions [GitHub Link].
ReplitLM
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AI — weekly megathread!
Replit’s new 2.7B params code LLM, ReplitLM is now open-source. It outperformed Codex and LLaMA despite being smaller in size [GitHub | Hugging Face Demo].
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Replit's new Code LLM was trained in 1 week
Some links:
- Repo: https://github.com/replit/ReplitLM/tree/main/replit-code-v1-...
- HuggingFace: https://huggingface.co/replit/replit-code-v1-3b
- Demo: https://huggingface.co/spaces/replit/replit-code-v1-3b-demo
- Early benchmark results: https://twitter.com/amasad/status/1651019556423598081
A lot about this was surprising. We knew it was going to be good, but didn't expect to be this good -- especially surprising was the finetuned performance boost and the fact that the model is decent (in some cases much better than much larger language models) at language tasks and reasoning.
It feels like there is a lot more to do with this model, and I have a suspicion you can even make a half-decent chat bot (at least one focused on code) by finetuning.
Will follow up with the UL2R version (fill-in-the-middle support).
- ReplitLM specialized on code completion open-sourced by Replit
What are some alternatives?
AudioGPT - AudioGPT: Understanding and Generating Speech, Music, Sound, and Talking Head
code-align-evals-data
highstorm - Open Source Event Monitoring
aide - LLM shell and document interogator
browsr - 🗂️ a pleasant file explorer in your terminal supporting all filesystems
mation-spec
CodeRanedeer - GPT-4 (prompt) AI assists in writing, fixing, or reviewing code by providing suggestions, guidance, and explanations. It can also serve as a pair programming buddy to enhance your coding experience and help create or explain tasks.
hate-speech-project
CML_AMP_LLM_Chatbot_Augmented_with_Enterprise_Data
Mr.-Ranedeer-AI-Tutor - A GPT-4 AI Tutor Prompt for customizable personalized learning experiences.
123elf - A native port of Lotus 1-2-3 to Linux.
IF