Qwen2.5-Coder-32B is an LLM that can code well that runs on my Mac

1. litestar

   1 33 6,940 9.4 Python

   Production-ready, Light, Flexible and Extensible ASGI API framework | Effortlessly Build Performant APIs

   

   Not really tried the Claude 3.5, later tried o1-preview on github models and recently Qwen2.5 32B for a prompt to generate a litestar[0] app to manage a wysiwyg content using grapesjs[1] and use pelican[2] to generate static site. It generated very bad code and invented many libraries in import which didn't exist. Cluade was one of the worst code generator, later tried sieve of atkin to generate primes to N and then use miller-rabin test to test each generated prime both using all the cpu core available. Claude completely failed and could never get a correct code without some or the other errors especially using multiprocess, o1-preview got it right in first attempt, Qwen 2.5 32B got it right in 3'rd error fix. In general for some very simple code Claude is correct but when using something new it completely fails, o1-preview performs much better. Give a try to generate some manim community edition visualization using Claude, it generates something not working correct or with errors, o1-preview much better job.

   In most of my test o1-preview performed way better than Claude and Qwen was not that bad either.

   [0] https://github.com/litestar-org/litestar

   [1] https://grapesjs.com/

   [3] https://getpelican.com/

2. Stream

   getstream.io featured

   Stream - Scalable APIs for Chat, Feeds, Moderation, & Video. Stream helps developers build engaging apps that scale to millions with performant and flexible Chat, Feeds, Moderation, and Video APIs and SDKs powered by a global edge network and enterprise-grade infrastructure.

   

3. GrapesJS

   2 58 24,533 9.2 TypeScript

   Free and Open source Web Builder Framework. Next generation tool for building templates without coding

   

   Not really tried the Claude 3.5, later tried o1-preview on github models and recently Qwen2.5 32B for a prompt to generate a litestar[0] app to manage a wysiwyg content using grapesjs[1] and use pelican[2] to generate static site. It generated very bad code and invented many libraries in import which didn't exist. Cluade was one of the worst code generator, later tried sieve of atkin to generate primes to N and then use miller-rabin test to test each generated prime both using all the cpu core available. Claude completely failed and could never get a correct code without some or the other errors especially using multiprocess, o1-preview got it right in first attempt, Qwen 2.5 32B got it right in 3'rd error fix. In general for some very simple code Claude is correct but when using something new it completely fails, o1-preview performs much better. Give a try to generate some manim community edition visualization using Claude, it generates something not working correct or with errors, o1-preview much better job.

   In most of my test o1-preview performed way better than Claude and Qwen was not that bad either.

   [0] https://github.com/litestar-org/litestar

   [1] https://grapesjs.com/

   [3] https://getpelican.com/

4. Pelican

   3 30 12,943 7.9 Python

   Static site generator that supports Markdown and reST syntax. Powered by Python.

   

   Not really tried the Claude 3.5, later tried o1-preview on github models and recently Qwen2.5 32B for a prompt to generate a litestar[0] app to manage a wysiwyg content using grapesjs[1] and use pelican[2] to generate static site. It generated very bad code and invented many libraries in import which didn't exist. Cluade was one of the worst code generator, later tried sieve of atkin to generate primes to N and then use miller-rabin test to test each generated prime both using all the cpu core available. Claude completely failed and could never get a correct code without some or the other errors especially using multiprocess, o1-preview got it right in first attempt, Qwen 2.5 32B got it right in 3'rd error fix. In general for some very simple code Claude is correct but when using something new it completely fails, o1-preview performs much better. Give a try to generate some manim community edition visualization using Claude, it generates something not working correct or with errors, o1-preview much better job.

   In most of my test o1-preview performed way better than Claude and Qwen was not that bad either.

   [0] https://github.com/litestar-org/litestar

   [1] https://grapesjs.com/

   [3] https://getpelican.com/

5. zed

   4 172 62,554 10.0 Rust

   Code at the speed of thought – Zed is a high-performance, multiplayer code editor from the creators of Atom and Tree-sitter.

   

   There is a difference between chat and code completion. While with chat, you can use localhost with llama.cpp, but code completion you cannot do that: https://github.com/zed-industries/zed/issues/12519.

   The config for chat, you can do:

     "language_models": {

6. FastChat

   5 86 38,837 7.8 Python

   An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

   

   Hey, Simon! Have you considered to host private evals yourself? I think, with the weight of the community behind you, you could easily accumulate a bunch of really high-quality, "curated" data, if you will. That is to say, people would happily send it to you. More people should self-host stuff like https://github.com/lm-sys/FastChat without revealing their dataset, I think, and people would probably trust it much more than the public stuff, considering they already trust _you_ to some extent! So far the private eval scene is just a handful of guys on twitter reporting their findings in unsystematic manner, but a real grassroots approach backed up by a respectable influencer would go a long way to change that.

   Food for thought.

7. InfluxDB

   www.influxdata.com featured

   InfluxDB – Built for High-Performance Time Series Workloads. InfluxDB 3 OSS is now GA. Transform, enrich, and act on time series data directly in the database. Automate critical tasks and eliminate the need to move data externally. Download now.

   

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