Best llm for coding reddit. claude … Hi all, I have a spare M1 16GB machine.
Best llm for coding reddit Sort by: Top. 5, etc Hi folks With the release of Llama 3. Currently, I am using Microsoft Copilot in order to create and improve code. However DeepSeek 67B Chat (which is not dedicated for code but seems to have fair amout of it) is just a little worse than deepseek coder, roughly on level of codellama 34b finetunes like Phind, Speechless, CodeBooga* For python, WizardCoder (15B) is king but Vicuna-1. You could also try the original Code Llama, which has the same parameter sizes, and is the base model for all of these fine-tunes. (Not affiliated). claude Hi all, I have a spare M1 16GB machine. 5-7B-ChatDeepseek CoderWizardCoder miqu 70B q4k_s is currently the best, split between CPU/GPU, if you can tolerate a very slow generation speed. Given it will be used for nothing else, what’s the best model I can get away with in December 2023? Edit: for general Data Engineering business use (SQL, Python coding) and general chat. 7bCodeQwen1. It's also a bolt on which is why it's called out separately to allow not to be charged for. I accept no other answer lol. Here is two counter arguments: 1' Codiumate also exploits best of bread from OpenAI LLMs 2' Codiumate uses your (the developer) code context , with advanced context gathering Reply reply Lenokaly Copilot is the bridge between the product, LLMs and other backend functionality (i. It's a little annoying to use in my experience as it has a very large KV cache footprint. 5-Mono (7B) are best of the smaller guys If you want to go even smaller, replit-code 3B is passable and outperforms SantaCoder The Best Code Generation LLMs of 2024: A Rundown. Totally on cpu, it gives 3-4 t/s for q4_k_m. but even if GPT is down using claude has been good but if i run out of use i switch to gpt4. The top OpenAI model outperforms the best non-OpenAI model — Anthropic’s Claude Sonnet 3. Join the community and come discuss games like Codenames, Wingspan, Brass, and all your other favorite games! I am estimating this for each language by reviewing LLM code benchmark results, public LLM dataset compositions, available GitHub and Stack Overflow data, and anecdotes from developers on Reddit. You can also try a bunch of other open-source code models in self-hosted Curious to know if there’s any coding LLM that understands language very well and also have a strong coding ability that is on par / surpasses that of For all the devs out there, which LLM do you consider best for coding , complex tasks, etc? Between o1, Gemini 1206, sonnet 3. Large language models (LLMs) are a type of artificial intelligence (AI) that are trained on massive datasets of text and code. I'm using llm studio or sometimes koboldccp, 8 threads and cuda blas. From there go down the line until you find one that In this post, we've compiled a list of LLMs recommended for coding, based on user feedback. Hello! I've spent the last few days trying to build a multi-step chatbot, using the GPT3. I am looking for a good local LLM that I can use for coding, and just normal conversations. my use case was machine learning and various math functions and data generation. I find the EvalPlus leaderboard to be the best eval for the coding usecase with LLMs. I am working a lot on R coding. It will be dedicated as an ‘LLM server’, with llama. There are people who use a custom command in Continue for this. In my testing, so far, both are good for code, but 34b models are better in describing the code and understanding lonf form instructions. My current rule of thumb on base models is, sub-70b, mistral 7b is the winner from here on out until llama-3 or other new models, 70b llama-2 is better than mistral 7b, stablelm 3b is probably the best <7B model, and 34b is the best coder model (llama-2 coder) DeepSeek Coder Instruct 33B is currently the best, better than Wizard finetune due to better prompt comprehension and following. Moreover, the time of response is quite high, with me having to keep the window open for it to keep writing. Through Poe, I access different LLM, like Gemini, Claude, Llama and I use the one that gives the best output. 2-year subscription can get you a decent enough video card to run something like codestral q4 at a decent speed. 5 Turbo 16K model, which can both converse with the user in a fun way (basically, standard function), but can also collect several pieces of info from a user in natural-language, before returning that entire thing as one object. I think it ultimately boils down to wizardcoder-34B finetune of llama and magicoder-6. both understood the task and both delivered results. Given that, try to predict the next review. Like those Chinese-English LLMs probably do a good translation between both languages. Best uncensored LLM for 12gb VRAM which doesn't need to be told anything at the start like you need to in dolphin-mixtral. While this The #1 Reddit source for news, information, and discussion about modern board games and board game culture. (Claude Opus comes close but does not follow complex follow-up instructions to amend code quite as well as GPT-4). However, I sometimes feel that it does not know how to fix a specific problem, and it stays blocked on it. the quality of the output is a decent substitute for chatGPT4 but not as good. For the latest In a single 3090 24gb card, you can get 37 tps with 8bit wizard coder 15b and 6k context OR phind v2 codellama 34b in 4bit with 20 tps and 2k context. 5 on the web or even a few trial runs of gpt4? Many folks consider Phind-CodeLlama to be the best 34B. It powers GitHub Copilot We would like to show you a description here but the site won’t allow us. Personally: I find GPT-4 via LibreChat or ChatGPT Plus to be the most productive option. Its just night and day. Subreddit to discuss about Llama, the large language model created by Meta AI. o so far its not had any problem understanding what claude or i, is doing and both seem to accomplish the same results for me, ive not realy seen either fail horribly yet. It's not just an LLM, it's more. Currently I am running a merge of several 34B 200K models, but I am What would be the best LLM to run locally for python code? I've got 48gb of VRAM (two linked RTX A5000's of 24gb each) and I'm looking for something to replace my gpt4 subscription if it is at all possible. cpp doesn't have good KV quantization and I haven't found very good alternatives. Also does it make sense to run these models locally when I can just access gpt3. 6% in head-to-head coding tasks , and a 3. LLM Comparison/Test: Mixtral-8x7B, Mistral, DeciLM, Synthia-MoE Winner: Mixtral-8x7B-Instruct-v0. 1 Updated LLM Comparison/Test with new RP model: Rogue Rose 103B Best LLM for coding? Help Im using gpt4 right now, but is there any other LLM I should try as well? Share Add a Comment. 1 I was curious to have a quick look again to the best LLM for coding purposes Anyone have an idea on how For this guide we tested several different LLMs that can be used for coding assistants to work out which ones present the best results for their given category. , does the code compile. I used to have Chatgpt4 but I cancelled my subscription. Best LLM model for Coding . I have medium sized projects where 40-60% of the code was actually written directly by Codebuddy. 9% difference in HumanEval. I would try out the top three for code review. One possible solution is to choose one coding llm and ask it if the code meets the prompt requirements. I also would prefer if it had plugins that could read files. its probably good enough for code completion but it can even write entire components. View community ranking In the Top 1% of largest communities on Reddit. I focus on their performance in coding tasks as measured by benchmarks like You can look at a code generating task result leaderboard. Otherwise 20B-34B with 3-5bpw exl2 quantizations is best. As the LLM landscape quickly evolves, this information is current. The former doesn't seem to do any code formatting, but the latter does. So far I've only used LM Studio and gpt4all. I was motivated to look into this because many folks have been claiming that their Large Language Model (LLM) is the best at coding. But for my needs, the free ones are good. So far I still just use Phind for coding. Others like to use WizardCoder, which is available with 7B, 13B, and 34B parameters. Like this one: HumanEval Benchmark (Code Generation) | Papers With Code. Yes, that is one weak point,the other is compileability, i. I have recently been using Copilot from Bing and I must say, it is quite good. You'll find the recommended prompt for this exact use case here I wanted to know which LLM you would go to for function calling if the task required the LLM to understand and reason through the text material it received, and it had to call functions accordingly, given a large list of function calls (roughly 15). I agree it's a mess. I've tried some of the 70bs, including lzlv, and all of them have done a pretty poor job at the task. In this rundown, we will explore some of the best code-generation LLMs of 2024, examining their features, strengths, and how they compare to each other. This allows them to generate text, translate languages, write different kinds of creative content, and answer your questions in an informative way. ContentsWavecoder-ultra-6. 6B code model, which is SOTA for its size, supports FIM and is great for code completion. It probably works best when prototyping, but I believe AI can get even better than that. I have a laptop with a 1650 ti, 16 gigs of RAM, and an i5-10th gen. 9 to 1 t/s. It has 32k base context, though I mostly use it in 16k because I don't yet trust that it's coherent through the whole 32k. Miqu is the best. For artists, writers, gamemasters, musicians, programmers, philosophers and scientists alike! The creation of new worlds and new universes has long been a key element of speculative fiction, from the fantasy works of Tolkien and Le Guin, to the science-fiction universes of Delany and Asimov, to the tabletop realm of Gygax and Barker, and beyond. Question | Help I tried using Dolphin-mixtral but having to input that the kittens will die a lot of times is very annoying , just want something that I am looking for an LLM GUI that is good for coding. As for just running, I was able to get 20b q2_k Noromaid running at 0. 5 — by 46 Elo points , with an expected win rate of 56. Is there any "coder standard GUI" out there? for the most part its not really worth it. They can demystify complex concepts, offer small code I've written entire web applications (admittedly small) without writing a single line of code. Copilot in Azure is a bridge between the UI and the backend graph API, using an LLM for a conversational interface). OpenAI Codex, a descendant of GPT-3, is a powerful AI model that generates code from natural language. CodeLlama was specifically trained for code tasks, so There's also Refact 1. I am starting to like a lot. a class and then check if code has bugs, unused variables and if code can be 162K subscribers in the LocalLLaMA community. 7B but what about highly performant models like smaug-72B? Intending to use the llm with code-llama on nvim. But it's the best 70b you'll ever use; the difference between Miqu 70b and Llama2 70b is like the difference between Mistral 7b and Llama 7b. If you want to try a model that is not based on Code Llama, then you could look into StarCoder, which is a 15B LLM Comparison/Test: Ranking updated with 10 new models (the best 7Bs)! LLM Prompt Format Comparison/Test: Mixtral 8x7B Instruct with **17** different instruct templates. e. My main purpose is that the model should be able to scan a code file i. Hi, I’ve been looking into using a model which can review my code and provide review comments. cpp. I want it to be able to run smooth enough on my computer but actually be good as well. Given the original commit and the code review, try to predict the next commit. Open comment sort options Like reddit posts for example: If you're just starting your journey into programming, tools like ChatGPT can be invaluable. The most popular open-source models for generating and discussing code are 1) Code Llama, 2) WizardCoder, 3) Phind-CodeLlama, 4) Mistral, 5) StarCoder, and 6) Llama 2. Aya 23 is probably the best all-rounder for the popular languages now. 3 (7B) and the newly released Codegen2. OpenAI Codex. . This allows them to generate text, translate In this post, I provide an in-depth analysis of the top LLMs available through public APIs. That seems like an easier problem. I think an approach that might have much more success would be using code reviews as training data - take the original code as input, then try to predict the code review. OpenAI’s models are at the top of both metrics, demonstrating their superior capability in solving coding tasks. llama. If you know which language you'll need you'll have better chances. ntk ydnhgp wklcg odw ktpxrslo bvgd ibqmcml hagu nnnlal xwtz