Local gpt for coding reddit 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. Most AI companies do not. 5 level at 7b parameters. It’s all those damned prepromots like dallee and web browsing and the code sandbox. Sure, what I did was to get the local GPT repo on my hard drive then I uploaded all the files to a new google Colab session, then I used the notebook in Colab to enter in the shell commands like “!pip install -r reauirements. Very prompt adhering (within the pretty lousy at this point SDXL limits of course). Predictions : Discussed the future of open-source AI, potential for non-biased training sets, and AI surpassing government compute capabilities. upvotes · comments r/LocalLLaMA "Try a version of ChatGPT that knows how to write and execute Python code, and can work with file uploads. If this is the case, it is a massive win for local LLMs. 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. I think ChatGPT (GPT-4) is pretty good for daily coding, also heard Claude 3 is even better but I haven't tried extensively. Hey u/Diane_Horseman, if your post is a ChatGPT conversation screenshot, please reply with the conversation link or prompt. I was wondering if there is an alternative to Chat GPT code Interpreter or Auto-GPT but locally. 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. Clean code with well-named functions, clever techiniques, less inefficient loops, hard-to-reason-about nesting etc. 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. If desired, you can replace Mar 6, 2024 · OpenAI-compatible API, queue, & scaling. The results were good enough that since then I've been using ChatGPT, GPT-4, and the excellent Llama 2 70B finetune Xwin-LM-70B-V0. g. Dec 14, 2024 · jump to content. 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. What do you guys use or could suggest as a backup offline model in case of ish. GPT-3. 5 turbo is already being beaten by models more than half its size. 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. 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. I have an RX 6600 and an GTX 1650 Super so I don't think local models are a possible choise (at least for the same style of coding that is done with GPT-4). I put a lot of effort into prompt engineering. Huge problem though with my native language, German - while the GPT models are fairly conversant in German, Llama most definitely is not. Implementation with GPT-4o: After planning, switch to GPT-4o to develop the code. ive tried copilot for c# dev in visual studio. GPT will excel at reading well designed code, and it writes well designed code, so I predict that GPT will work far better understanding code it wrote rather than some old codebase that was badly designed. 5. Specifically, a python programming model. . Thanks! We have a public discord server. photorealism. Now, you can run the run_local_gpt. How is Grimoire different from vanilla GPT? -Coding focused system prompts to help you build anything. All ChatGPT Plus customers were forced into GPT-4 Turbo which is not as good as the original GPT-4. I am paying for ChatGPT Plus, so there is no reason for OpenAI to lie to me and switch me to GPT-3. I've done it but my input here is limited because I'm not a programmer, I've just used a number of models for modifying scripts for repeated tasks. i only signed up for it after discovering how much chatgpt has improved my productivity. 3b for basic tasks. They will both occasionally get stuck and be unable to resolve certain issues, at which point I will shift to get a “2nd opinion” from the other one. While I've become increasingly dependent in my workflow on GPT-4 for code stuff, there were times where the GPT-4 was down or inaccessible. I have *zero* concrete experience with vector databases, but I care about this topic a lot, and this is what I've gathered so far: Point is GPT 3. I'm working on a 3060 6GB-Vram laptop with 64 GB ram. Here is a perfect example. There one generalist model that i sometime use/consult when i cant get result from smaller model. 1 testing framework is out -- now with full constexpr testing Another tip is don't use gpt-4-turbo-preview, which defaults to 0125, which is needlessly verbose. Powers Jan but not sure if/when they might support the new Starcoder 2. No, 4o is offered for free so that people will use it instead of the upcoming GPT-5 which was hinted at during the live stream, furthermore GPT-4o has higher usage cap since the model contains text generation, vision, and audio processing in the same model as opposed to GPT-4 Turbo which had to juggle modalities amongst different models and then provide one single response hence why response Hello, I've been working on a big project which involves many developers through the years. Got Lllama2-70b and Codellama running locally on my Mac, and yes, I actually think that Codellama is as good as, or better than, (standard) GPT. Wow, all the answers here are good answers (yep, those are vector databases), but there's no context or reasoning besides u/electric_hotdog2k's suggestion of Marqo. py” Not ChatGPT, no. Well the code quality has gotten pretty bad so I think it's time to cancel my subscription to ChatGPT Plus. When we can get a substantial chunk of the codebase in high-quality context, and get quick high-quality responses on our local machines while doing so, local code LLMs will be a different beast. exe to launch). I know there has been a lot of complaints about performance, but I haven't encountered it. 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. But for now, GPT-4 has no serious competition at even slightly sophisticated coding tasks. 5 is an extremely useful LLM especially for use cases like personalized AI and casual conversations. I created GPT Pilot - a PoC for a dev tool that writes fully working apps from scratch while the developer oversees the implementation - it creates code and tests step by step as a human would, debugs the code, runs commands, and asks for feedback. I’m continually just throwing back the entire class going - fix this bug - and also feeding it screenshots ALONGSIDE the code. You can even get bard + gpt to write out python code from machine learning papers. I wish we had other options but we're just not there yet. Nevertheless to have tested many code models as well overtime I have noticed significant progress in the latest months in this area. They are touting multimodality, better multilingualism, and speed. You just need a hell of a graphics card and be willing to go thru the setup processes. 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. Other image generation wins out in other ways but for a lot of stuff, generating what I actually asked for and not a rough approximation of what I asked for based on a word cloud of the prompt matters way more than e. I wrote a blog post on best practices for using ChatGPT for coding , you can check it out. Now that more newbie devs are joining into our project, things are gonna get even worse. Dall-E 3 is still absolutely unmatched for prompt adherence. 5, Tori (GPT-4 preview unlimited), ChatGPT-4, Claude 3, and other AI and local tools like Comfy UI, Otter. We discuss setup, optimal settings, and any challenges and accomplishments associated with running large models on personal devices. If the jump is this significant than that is amazing. 5 back in April. Thanks for the suggestions. It's like Alpaca, but better. Try asking for help with data analysis, image conversions, or editing a code file. Subreddit about using / building / installing GPT like models on local machine. I often toggle back and forth between ChatGPT using GPT-4 and Anthropic Claude. Note: files will not persist beyond a single session. Still inferior to GPT-4 or 3. It is heavily and exclusively finetuned on python programming. 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. You can ask questions or provide prompts, and LocalGPT will return relevant responses based on the provided documents. OpenChat kicked out the code perfectly the first time. 5 the same ways. OpenAI does not provide a local version of any of their models. AI, Goblin Tools, etc. Reply reply No. R2R combines with SentenceTransformers and ollama or Llama. 142 votes, 77 comments. I assume this is for a similar reason, people who get into functional programming are well beyond their beginner phase. 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. its probably good enough for code completion but it can even write entire components. It seems like it could be useful to quickly produce code and boost productivity. The best ones for me so far are: deepseek-coder, oobabooga_CodeBooga and phind-codellama (the biggest you can run). Include For coding the situation is way easier, as there are just a few coding-tuned model. But if you use the API you can still use GPT-4 and GPT-4 32k. Use a prompt like: Based on the outlined plan, please generate the initial code for the web scraper. for the most part its not really worth it. 1 daily at work. At this time GPT-4 is unfortunately still the best bet and king of the hill. 7b is definitely usable, even the 1. Hey u/uzi_loogies_, if your post is a ChatGPT conversation screenshot, please reply with the conversation link or prompt. Nov 6, 2023 · I've seen some people using AI tools like GPT-3/4 to generate code recently. However, I also worry that directly copying and pasting AI-generated code without properly reviewing it could lead to incorrect, inefficient, or insecure code. I have heard a lot of positive things about Deepseek coder, but time flies fast with AI, and new becomes old in a matter of weeks. GPT 4 - unmatched in every aspect Tier 2: Mistral Medium - Personally it’s the only non-open ai model that I think may actually compare to gpt 3. No, 4o is offered for free so that people will use it instead of the upcoming GPT-5 which was hinted at during the live stream, furthermore GPT-4o has higher usage cap since the model contains text generation, vision, and audio processing in the same model as opposed to GPT-4 Turbo which had to juggle modalities amongst different models and then provide one single response hence why response Yeah that second image comes from a conversation with gpt-3. P. I've experimented with some local LLMs, but I haven't been actively experimenting in the past several weeks and things are moving fast. Here's a list of my previous model tests and comparisons or other related posts: This subreddit focuses on the coding side of ChatGPT - from interactions you've had with it, to tips on using it, to posting full blown creations! Make sure to read our rules before posting! Members Online Hi. 1-GGUF is the best and what i always use (i prefer it to GPT 4 for coding). true. Testing the Code: Execute the code to identify any bugs or issues. I want to run something like ChatGpt on my local machine. Embed a prod-ready, local inference engine in your apps. Using them side by side, I see advantages to GPT-4 (the best when you need code generated) and Xwin (great when you need short, to-the-point answers). Otherwise check out phind and more recently deepseek coder I've heard good things about. I have much better luck with gpt-4-vision-preview, which is based on 1106 and is exactly the same but outputs at 2x the speed or more since fewer people use this model. Hello, I've been working on a big project which involves many developers through the years. 26 votes, 17 comments. py to interact with the processed data: python run_local_gpt. However, you should be ready to spend upwards of $1-2,000 on GPUs if you want a good experience. But I decided to post here anyway since you guys are very knowledgeable. " But sure, regular gpt4 can do other coding. When ChatGPT writes nodejs code, it is frequently using old outdated crap. Personally I feel like it might be worth it to get vs code pilot again as it apparently has been upgraded to gpt 4 and since it's developed by the MS team it's fully built into Visual Studio so should be pretty good? This will be non programmers who can build entire programs with GPT, some of which will even be rather complex. 2-year subscription can get you a decent enough video card to run something like codestral q4 at a decent speed. Members Online The snitch v1. I just created a U. so i figured id checkout copilot. First we developed a skeleton like GPT-4 provided (though less palceholder-y, it seems GPT-4 has been doing that more lately with coding), then I targeted specific parts like refining the mesh, specifying the neumann/dirichlet boundary conditions, etc. Maybe Microsoft in the future, but we don't know if they are gonna mix in GPT-3. Just yesterday I kept having to feed Aider pipy docs for the OpenAI package. I use gpt-4 for python coding. txt” or “!python ingest. If you need help coding any of that, use Deep Seek Coder LLM to help you. but even if GPT is down The output is really good at this point with azazeal's voodoo SDXL model. Due to bad code management, each developer tends to code with their own style and doesn't really follow any consistent coding convention. Just dumb… it kept rewriting the completion to use a very outdated version. Setting Up Your Local Code Copilot. 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. We also discuss and compare different models, along with which ones are suitable Well there's a number of local LLMs that have been trained on programming code. 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. LocalGPT is a subreddit dedicated to discussing the use of GPT-like models on consumer-grade hardware. I've found if you ask it to write the code in a functional style it produces much better results. 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. 5 when the load gets too high. I made a command line GPT-4 chat loop that can directly read and write code on your local filesystem Project I was fed up with pasting code into ChatGPT and copying it back out, so I made this interactive chat tool which can read and write your code files directly Personally, I already use my local LLMs professionally for various use cases and only fall back to GPT-4 for tasks where utmost precision is required, like coding/scripting. S. Customizing LocalGPT: Embedding Models: The default embedding model used is instructor embeddings. However, with a powerful GPU that has lots of VRAM (think, RTX3080 or better) you can run one of the local LLMs such as llama. I also have local copies of some purported gpt-4 code competitors, they are far from being close to having any chance at what gpt4 can do beyond some preset benchmarks that have zero to do with real world coding. py. Sure you can type 'a cat walks across the street', but that's boring. Night and day difference. r/LocalLLaMA. And it is free. 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. Phind is a programming model. Also new local coding models are claiming to reach gpt3. I don‘t see local models as any kind of replacement here. GPT-4 could conceivably be beaten with that kind of hyper-focused training, but only a real world experiment would prove that. Claude is on par with GPT-4 for both coding and debugging. my subreddits Highlighted critical resources: Gemini 1. Would love to see Mistral scale up to an even larger model GPT 3. I've seen a big uptick in users in r/LocalLLaMA asking about local RAG deployments, so we recently put in the work to make it so that R2R can be deployed locally with ease. I'm looking for good coding models that also work well with GPT Pilot or Pythagora (to avoid using ChatGPT or any paid subscription service) Discussions, articles and news about the C++ programming language or programming in C++. If current trends continue, it could be seen that one day a 7B model will beat GPT-3. Try it. Personally I wouldn't trust anyone else except OpenAI when it comes to actual GPT-4. There's no way to use the old GPT-4 on the Plus account. You might look into mixtral too as it's generally great at everything, including coding, but I'm not done with evaluating it yet for my domains. 9% on the humaneval coding test vs the 67% score of GPT-4. I now use Deepseek on a daily basis and it produces acceptable and usable results as a code assistant: the 6. I hope this is the direction AI research takes. 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)! A truly useful code LLM, to me, currently has too many unsolved problems in it's way. It’s weird I saw Geo Hotz coding the other day - and I was like that’s so distant to me now. cpp to serve a RAG endpoint where you can directly upload pdfs / html / json, search, query, and more. 5 - imo this is still quite a bit better than basically every provider’s best model Tier 3: The code/model is free to download and I was able to setup it up in under 2 minutes (without writing any new code, just click . GPT-4o is especially better at vision and audio understanding compared to existing models. 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. But, we could be ages away from that. In my experience, GPT-4 is the first (and so far only) LLM actually worth using for code generation and analysis at this point. the quality of the output is a decent substitute for chatGPT4 but not as good. Also not sure how easy it is to add a coding model because there are a few ways to approach it. 5 but pretty fun to explore nonetheless. 5 is still atrocious at coding compared to GPT-4. Debugging with GPT-4: If issues arise, switch back to GPT-4 for debugging assistance. Since there no specialist for coding at those size, and while not a "70b", TheBloke/Mixtral-8x7B-Instruct-v0. Combining the best tricks I’ve learned to pull correct & bug free code out from GPT with minimal prompting effort -A full suite of 14 hotkeys covering common coding tasks to make driving the chat more automatic. Seconding this. Hopefully, this will change sooner or later. ekty sjjc hgffq owjfuqjg xqq zxry snoycl azxolre iidyau psnph