Local gpt for coding reddit 3b for basic tasks. i only signed up for it after discovering how much chatgpt has improved my productivity. I think ChatGPT (GPT-4) is pretty good for daily coding, also heard Claude 3 is even better but I haven't tried extensively. Since there no specialist for coding at those size, and while not a "70b", TheBloke/Mixtral-8x7B-Instruct-v0. We discuss setup, optimal settings, and the challenges and accomplishments associated with running large models on personal devices. Here is a perfect example. GPT-4 is not good at coding, it definitely repeats itself in places it doesn't need to. Write clean NextJS code. If the jump is this significant than that is amazing. We discuss setup, optimal settings, and any challenges and accomplishments associated with running large models on personal devices. 5, Tori (GPT-4 preview unlimited), ChatGPT-4, Claude 3, and other AI and local tools like Comfy UI, Otter. Also new local coding models are claiming to reach gpt3. It beats GPT4 at humaneval (which is a python programming test), because that's the one and only subject it has been trained to excel in. For a long time I was using CodeFuse-CodeLlama, and honestly it does a fantastic job at summarizing code and whatnot at 100k context, but recently I really started to put the various CodeLlama finetunes to work, and Phind is really coming out on top. 7b is definitely usable, even the 1. I’ve just been making my own personal gpts with those checkboxes turned off but yesterday I noticed even that wasn’t working right (not following instructions) and my local libre chat using the API was following instructions correctly. Reply reply No. GPT-4o is especially better at vision and audio understanding compared to existing models. This subreddit is dedicated to discussing the use of GPT-like models (GPT 3, LLaMA, PaLM) on consumer-grade hardware. /` or any filler commentary implying that further functionality needs to be written. Note: files will not persist beyond a single session. Try asking for help with data analysis, image conversions, or editing a code file. Predictions : Discussed the future of open-source AI, potential for non-biased training sets, and AI surpassing government compute capabilities. There's a free Chatgpt bot, Open Assistant bot (Open-source model), AI image generator bot, Perplexity AI bot, 🤖 GPT-4 bot (Now with Visual capabilities (cloud vision)! Ok local llm are not on par with ChatGpt 4. P. I was wondering if there is an alternative to Chat GPT code Interpreter or Auto-GPT but locally. This is what my current workflow looks like: This model is at the GPT-4 league, and the fact that we can download and run it on our own servers gives me hope about the future of Open-Source/Weight models. 5 is still atrocious at coding compared to GPT-4. In my experience, GPT-4 is the first (and so far only) LLM actually worth using for code generation and analysis at this point. Mar 31, 2024 · Today, we’ll look into another exciting use case: using a local LLM to supercharge code generation with the CodeGPT extension for Visual Studio Code. Thanks! We have a public discord server. The original Private GPT project proposed the Local GPT (completely offline and no OpenAI!) Resources For those of you who are into downloading and playing with hugging face models and the like, check out my project that allows you to chat with PDFs, or use the normal chatbot style conversation with the llm of your choice (ggml/llama-cpp compatible) completely offline! Highlighted critical resources: Gemini 1. I want to run something like ChatGpt on my local machine. AI, Goblin Tools, etc. I am a newbie to coding and have managed to build a MVP however the workflow is pretty dynamic so I use Bing to help me with my coding tasks. They are touting multimodality, better multilingualism, and speed. However, I also worry that directly copying and pasting AI-generated code without properly reviewing it could lead to incorrect, inefficient, or insecure code. true. Also not sure how easy it is to add a coding model because there are a few ways to approach it. 26 votes, 17 comments. GPT-4 could conceivably be beaten with that kind of hyper-focused training, but only a real world experiment would prove that. Sep 21, 2023 · LocalGPT is an open-source project inspired by privateGPT that enables running large language models locally on a user’s device for private use. Be decisive and create code that can run, instead of writing I'm writing a code generating agent for LLMs. I would love it if someone would write an article about their experience training a local model on a specific development stack and application source code, along with some benchmarks. It is heavily and exclusively finetuned on python programming. I am curious though, is this benchmark for GPT-4 referring to one of the older versions of GPT-4 or is it considering turbo iterations? It matches GPT-4 Turbo performance on text in English and code, with significant improvement on text in non-English languages, while also being much faster and 50% cheaper in the API. Nevertheless to have tested many code models as well overtime I have noticed significant progress in the latest months in this area. I have tested it with GPT-3. GPT-3. while copilot takes over the intellisense and provides some Free version of chat GPT if it's just a money issue since local models aren't really even as good as GPT 3. There one generalist model that i sometime use/consult when i cant get result from smaller model. 5 level at 7b parameters. for me it gets in the way with the default "intellisense" of visual studio, intellisense is the default code completion tool which is usually what i need. 9% on the humaneval coding test vs the 67% score of GPT-4. I use gpt-4 for python coding. Just dumb… it kept rewriting the completion to use a very outdated version. When I requested one, I noticed it didn't use a built-in function but instead wrote and executed Python code to accomplish what I was asking it to do. Do not include `/. Clean code with well-named functions, clever techiniques, less inefficient loops, hard-to-reason-about nesting etc. Embed a prod-ready, local inference engine in your apps. upvotes · comments r/LocalLLaMA "Try a version of ChatGPT that knows how to write and execute Python code, and can work with file uploads. It seems like it could be useful to quickly produce code and boost productivity. . I put a lot of effort into prompt engineering. Tax bot in 10 mins using new GPT creator: it knows the whole tax code (4000 pages), does complex calculations, cites laws, double-checks online, and generates a PDF for tax filing. Doesn't have to be the same model, it can be an open source one, or… So basically it seems like Claude is claiming that their opus model achieves 84. Seconding this. Do not reply until you have thought out how to implement all of this from a code-writing perspective. Setting Up Your Local Code Copilot. OpenChat kicked out the code perfectly the first time. S. Do you have recommendations for alternative AI assisstants specifically for Coding such as Github Copilot? I see many services online, but which one is actually the best? My company does not specifically allow Copilot X, and I would have to register it for Enterprise use LocalGPT is a subreddit dedicated to discussing the use of GPT-like models on consumer-grade hardware. However, I think GPT-4 make coding more approachable for novice coders, and encourages more people to build out their ideas. Can we combine these to have local, gpt-4 level coding LLMs? Also if this will be possible in the near future, can we use this method to generate gpt-4 quality synthetic data to train even better new coding models. I was playing with the beta data analysis function in GPT-4 and asked if it could run statistical tests using the data spreadsheet I provided. Phind is a programming model. I've experimented with some local LLMs, but I haven't been actively experimenting in the past several weeks and things are moving fast. Nov 6, 2023 · I've seen some people using AI tools like GPT-3/4 to generate code recently. It uses self-reflection to reiterate on it's own output and decide if it needs to refine the answer. Specifically, a python programming model. so i figured id checkout copilot. Powers Jan but not sure if/when they might support the new Starcoder 2. I wrote a blog post on best practices for using ChatGPT for coding , you can check it out. Hopefully, this will change sooner or later. I assume this is for a similar reason, people who get into functional programming are well beyond their beginner phase. 142 votes, 77 comments. ive tried copilot for c# dev in visual studio. " But sure, regular gpt4 can do other coding. Include comments to make the code readable. 5 and GPT-4. This method has a marked improvement on code generating abilities of an LLM. When ChatGPT writes nodejs code, it is frequently using old outdated crap. Otherwise check out phind and more recently deepseek coder I've heard good things about. I know there has been a lot of complaints about performance, but I haven't encountered it. But for now, GPT-4 has no serious competition at even slightly sophisticated coding tasks. Just yesterday I kept having to feed Aider pipy docs for the OpenAI package. 1-GGUF is the best and what i always use (i prefer it to GPT 4 for coding). It’s all those damned prepromots like dallee and web browsing and the code sandbox. I just created a U. 5. I now use Deepseek on a daily basis and it produces acceptable and usable results as a code assistant: the 6. I've found if you ask it to write the code in a functional style it produces much better results. Hey u/uzi_loogies_, if your post is a ChatGPT conversation screenshot, please reply with the conversation link or prompt. Mar 6, 2024 · OpenAI-compatible API, queue, & scaling. indj vtpreg qhqt lrjqvqe dkjrv iykc ogvefbw bir vnsav wzojn