Huggingface llm leaderboard today. by deleted - opened Jul 21.

Huggingface llm leaderboard today. ) Thank you :) Hugging Face.

• Huggingface llm leaderboard today I use git to push my model but today, I'm at 173, why did this happen? Do Adding aggregated results for BAAI/Infinity-Instruct-7M-Gen-Llama3_1-70B 1 day ago; BEE-spoke-data What's next? Expanding the Open Medical-LLM Leaderboard The Open Medical-LLM Leaderboard is committed to expanding and adapting to meet the evolving needs of the research community and healthcare industry. Regarding the comment you pointed out from the paper, I assume that they simply would have gotten less good of a score without the fine-tuning - a lot of reported scores in papers/tech reports are not done in a reproducible setup, but in a setup that is advantageous for the evaluated model (like using CoT instead of few shot prompting, or reporting results on a This page explains how scores are normalized on the Open LLM Leaderboard for the six presented benchmarks. Dataset card Viewer Files Files and versions Community 30 Subset (1) default Split (2) train Couldn't cast array of type struct<leaderboard: double, leaderboard_bbh_boolean_expressions: double, leaderboard_bbh_causal_judgement: double, leaderboard_bbh_date_understanding: double, leaderboard_bbh_disambiguation_qa Space: llm-jp/open-japanese-llm-leaderboard 🌍 The leaderboard is available in both Japanese and English 📚 Based on the evaluation tool, llm-jp-eval with more than 20 datasets for Japanese LLMs Space: llm-jp/open-japanese-llm-leaderboard 🌍 The leaderboard is available in both Japanese and English 📚 Based on the evaluation tool, llm-jp-eval with more than 20 datasets for Japanese LLMs Hello! I've been using an implementation of this github repo as a Huggingface space to test for dataset contamination on some models. Discussion tomaarsen 5 days ago. Discussion andysalerno Jul 7. Org profile for ThaiLLM Leaderboard on Hugging Face, the AI community building the future. Thanks! Feature request: Hide models with insufficient model card from default view in leaderboard. 0. lmarena-ai / chatbot-arena-leaderboard. In this space you will find the dataset with detailed results and queries for the models on the leaderboard. One or two of them succeeded but most started, hung out in RUNNING for 2-5 hours, then show up as FAILED in open-llm-leaderboard/requests. Feel free to reopen if they are not pushed tomorrow. 17k. 5 TruthfulQA boost you get closer to a +3 vs +1. . The \"train\" split is always pointing to the latest results. 1. Community initiatives @ danielpark created a visualization report repository using the stats of the open LLM Leaderboard, website, discussion. Yet_Another_LLM_Leaderboard. like 114. Similar to the Chatbot Arena, models will be ranked using an algorithm similar to the Elo rating system, commonly used in chess and other games. display. If there’s enough interest from the community, we’ll do a manual evaluation. As it's beyond the 100B parameter limit for BFloat16, so I uploaded a bitsandbytes 4bit version (dnhkng/Large-bnb-4bit) for testing on the Leaderboard. Despite my models consistently attaining top positions, the preselected concealment of the merge function, bundled alongside Further clarification for anyone (like me) who missed the Voicelab discussion, the trurl-2-13b model's training included much of the MMLU test, so of course it scores exceedingly well on the test for a 13b model. 17) open_llm_leaderboard. like 105 In this blog post, we’ll zoom in on where you can and cannot trust the data labels you get from the LLM of your choice by expanding the Open LLM Leaderboard evaluation suite. Some models are still "only" fine-tuned today (on higher quality or in domain Open LLM Leaderboard 207. Running on CPU Upgrade We released a very big update of the LLM leaderboard today, and we'll focus on going through the backlog of models (some have been stuck for quite a bit) Thank you for your patience :) See translation. like 9. open-llm-leaderboard / open_llm_leaderboard. 31 #310 opened 9 months ago by Weyaxi. Running App Files Files Community Refreshing. Running on The Open LLM Leaderboard, hosted on Hugging Face, evaluates and ranks open-source Large Language Models (LLMs) and chatbots. Consider using a lower precision for larger models / open a discussion on Open LLM Leaderboard. Designed to address challenges such as data leakage, reproducibility, and scalability, AraGen offers a robust framework, which we believe would be useful for many @ Kukedlc Yes, the leaderboard has been delayed recently and they are aware it. We added it to the Open LLM Leaderboard three weeks ago, and observed that the f1-scores of pretrained models followed an unexpected trend: when we plotted DROP scores against the leaderboard original average (of ARC, HellaSwag, TruthfulQA and MMLU), which is a reasonable proxy for overall model performance, we expected DROP scores to be correlated The LLM Performance Leaderboard aims to provide comprehensive metrics to help AI engineers make decisions on which LLMs (both open & proprietary) and API providers to use in AI-enabled applications. In my opinion, sync HF accounts with the leaderboard would be helpful, and we would expect to have all status information about submitted models in Note: We evaluated all models on a single node of 8 H100s, so the global batch size was 8 for each evaluation. Full Screen. Discussion zyh3826 5 days ago. ArtificialAnalysis / LLM-Performance-Leaderboard. When making decisions regarding which AI technologies to use, engineers need to consider quality, price and speed (latency & throughput). Note: Click the button above to explore the scores normalization process in an interactive notebook (make a copy to edit). 1k. It includes evaluations from various leaderboards such as the Open LLM Leaderboard, which benchmarks models on tasks like the AI2 Reasoning Challenge and HellaSwag, among others. For the detailed Note Best 💬 chat models (RLHF, DPO, IFT, ) model of around 13B on the leaderboard today! the Open LLM Leaderboard evaluates and ranks open source LLMs and chatbots, and provides reproducible scores separating marketing fluff from actual progress in the field. Building App Files Files Community 634 Our model has disappeared from the leaderboard #634. including the manual commits you are performing (thanks for this). Using It's the additive effect of merging and addition fine-tuning that inflated the scores. Upload images, audio, and videos by dragging in the text input, pasting, or clicking here. App Files Files Community 929 Announcement: Flagging merged models with incorrect metadata #510. Today, the Patronus team is We felt there was a need for an LLM leaderboard focused on real world, enterprise use cases, such as answering financial questions or interacting with customer support. utils. Modalities: Text. 1 day ago. Hi! Your model actually finished, I put your scores below. Discover amazing ML apps made by the community Spaces. (RLHF is even more recent). The LLM Open LLM Leaderboard results Note: We are currently evaluating Google Gemma 2 individually on the new Open LLM Leaderboard benchmark and will update this section later today. ThaiLLM-Leaderboard / leaderboard. Key areas of focus include: The leaderboard is inspired by the Open LLM Leaderboard, and uses the Demo Leaderboard template. Running App Files Files Community 294 The model Between the September 6th and today, the following 17 models which belong to your username have been submitted: llama-2-13b-alpaca-test; llama-2-13b-huangyt_Fintune_1_17w; llama-2 open-llm-leaderboard / blog. Edit Preview. \n\nAn additional configuration \"results\" store all the aggregated results of the run (and is used to compute and display the agregated metrics on the [Open LLM Open-Arabic-LLM-Leaderboard. We’re on a journey to advance and democratize artificial intelligence through open source and open science. Dataset card Viewer Files Files and versions Community 28 Subset (1) default Split (2) train Couldn't cast array of type struct<leaderboard: double, leaderboard_bbh_boolean_expressions: double, leaderboard_bbh_causal_judgement: double, leaderboard_bbh_date_understanding: double, leaderboard_bbh_disambiguation_qa open_llm_leaderboard. App Files Files Community 13 Refreshing. I can use the model without any issue so this might be just a system failing, but I wanted to double check to be sure it's not something I need to do: llm-perf-leaderboard. Open LLM Leaderboard 240. It is just a version of Openchat-3. Discover amazing ML apps made by the community. Models that are submitted are deployed automatically using HuggingFace’s Inference Endpoints and evaluated through API requests managed by the lighteval library. json with huggingface_hub. 5-0106 with context extended using PoSE and fine-tuned. like 70. The official backend system powering the LLM-perf Leaderboard. by deleted - opened Jul 21. 5 with another LLM having a 1. Leaderboards on the Hub aims to gather machine learning leaderboards on the Hugging Face Hub and support evaluation creators. App Files Files Community 697 [FLAG] fblgit/una-xaberius-34b-v1beta #444. Modalities: Tabular open_llm_leaderboard. open_llm_leaderboard. Running on cpu upgrade. Our model (MoMo-72B-lora-1. like 147. Check out the updated leaderboard here. like 118. Discussion bongchoi. Today we’re happy to announce the release of the new HHEM leaderboard, Our initial release of HHEM was a Huggingface model alongside a Github repository, but we quickly realized that we needed a Hi! Thank you for your interest in the 🚀Open Ko-LLM Leaderboard! Below are some common questions - if this FAQ does not answer what you need, feel free to create a new issue, and we'll take care of it as soon as we can! LLM-Performance-Leaderboard. by zyh3826 - opened 5 days ago. senior is a much tougher test that few models can pass, but I just started working on it open_llm_leaderboard. 84k. Running App Files Files Community 349 Model "xxx" was not found on hub! #347. 49k. They should be pushed today to the hub (it's a separate step in our backend). like 182. 3%. Dataset card Viewer Files Files and versions Community 3 Dataset Viewer. Showing fairness is easier to do by the negative: If a model passes a question, but if you asked it in a chat, it would never give the right Hi ! Thanks for your feedback, there is indeed an issue with data contamination on the leaderboard. Subset (1) default Split (2) train The full dataset viewer is not available (click to read why). Running App Files Files Community 34 Refreshing. For its parameter size (8B), it is actually the best performing one: Open LLM Leaderboard Evaluation Results. For its parameter size (8B), it is actually the best performing one: Open LLM Leaderboard Evaluation Results Detailed results can be found here I converted LLaMA model to huggingface format myself, so I do not know how yahma/llama-7b-hf would do. Dataset card Viewer Files Files and versions Community 30 Dataset Preview. Hi @ TheTravellingEngineer, A number of models appeared as failed over the weekend as we had a connectivity issue preventing results from being uploaded to the results dataset. 5 a top-k of 50 and a top-p of 0. Originally @open-llm-leaderboard , maybe I missed something or found a bug, but it seems that recently, since about December 17th 2024, the number of parameters is not being reported correctly in Open LLM Leaderboard: It seems that the number reported in the table is 2 times too low. 1. App Files Files Community 98 Refreshing. Activity Feed . Size: < 1K. Since existing models needed to be re-benchmarked following the MMLU blog post, the model queue has grown very large, and it makes the Not sure where this request belongs - I tried to add RWKV 4 Raven 14b/ to the LLM leaderboard, but it looks like it isn’t recognized. App Files Files Community 2 Refreshing open_llm_leaderboard. Discussion win7785 2 days ago • edited 2 days ago Tbh we are really trying to push the new update today or tomorrow, we're in the final testing phases - then we'll launch all the new LLM Leaderboard - Comparison of GPT-4o, Llama 3, Mistral, Gemini and over 30 models . Running . You can expect results to vary slightly for different batch sizes because of padding. Are you getting worse or better results? The commit which reproduces the Open LLM Leaderboard is 441e6ac. 35k. llm-trustworthy-leaderboard. I feel like you can't really trust the open llm leaderboard at this point and they don't add any phi-2 models except the Microsoft one because of remote code. extractum. Running App Files Files Community 2 We’re on a journey to advance and democratize artificial intelligence through open source and open science. by andysalerno - opened Jul 7. If a model doesn't get at least 90% on junior it's useless for coding. 4 #762 opened 27 days ago by ThiloteE. Our goal is to shed light on the cutting-edge Large Language Models (LLMs) and chatbots, enabling you to make well-informed decisions regarding your chosen application. Split (1) train We’re on a journey to advance and democratize artificial intelligence through open source and open science. Company 🤗 Open LLM Leaderboard """ INTRODUCTION_TEXT = f""" 📐 With the plethora of large language models (LLMs) and chatbots being released week upon week, often with grandiose claims of their performance, it can be hard to filter out the genuine progress that is being made by the open-source community and which model is the current state of the open_llm_leaderboard. Leaderboards have begun to emerge, such as the LMSYS , nomic / GPT4All , to compare some aspects of these models, but there needs to be a complete source comparing model While the original huggingface leaderboard does not allow you to filter by language, you can filter by it on this website: https://llm. 1-8B-SFT-preview_eval_request_False_bfloat16_Original. 5 artificial boost. Running on CPU Upgrade Hi! I've submitted a couple of models to the leaderboard in the last couple of days. Dataset card Viewer Files Files and versions Community 2 Subset (1) default · 1. like 397. Open LLM Leaderboard 298. like 488. What can I do to diagnose what's going on here? Thanks! In order to present a more general picture of evaluations the Hugging Face Open LLM Leaderboard has been expanded, including automated etc. (cc @ SaylorTwift) Feel free to reopen this issue tomorrow if there is still any problem. Each run can be found as a specific split in each configuration, the split being named using the timestamp of the run. It also queries the hugginface @Kukedlc Most of the evaluations we use in the leaderboard actually do not need inference in the usual sense: we evaluate the ability of models to select the correct choice in a list of presets, which is not testing generation abilities (but more things open-japanese-llm-leaderboard. Score results are here, and current state of requests is here. How do I do that? Step-by-step instructions from start (trained model files?) to end (seeing the scores on the leaderboard) would be much appreciated. The Hugging Face Open LLM Leaderboard is a well-regarded platform that evaluates and ranks open large language models and chatbots. by tomaarsen - opened 5 days ago. As raters submit new votes, the leaderboard will automatically update. Recently an interesting discussion arose on Twitter following the release of Falcon 🦅 and its addition to the Open LLM Leaderboard, a public leaderboard comparing open access large language models. Ensure that the Hello! Thank you for your contribution. This is similar Models exceeding these limits cannot be automatically evaluated. by win7785 - opened 2 days ago. This happens from time to time. Despite being an RNN, it’s still an LLLM, and it two weeks ago it scored #3 among all open-source LLMS on lmsys’s leaderboard, so if its possible to include, methinks it would be a good thing. by sequelbox - opened Sep 18 Hi @ Wubbbi, testing all models at the moment would require a lot of compute as we need individual logits which were not saved during evaluation. App Files Files Community 1046 Refreshing. I'll work on it today. Only showing a preview of the rows. The leaderboard's updated evaluation criteria and benchmarks 3 new benchmarks from the EleutherAI LM Evaluation Harness were added to the HuggingFace Open LLM leaderboard: Drop – English reading comprehension benchmark. clefourrier changed discussion status to Hi @ lselector, This is a normal problem which can happen from time to time, as indicated in the FAQ :) No need to create an issue for this, unless the problem lasts for more than a day. 3k. ), but without reliable baselines for evaluation, today, there is no fair way to do this. I'm a huge fan and love what Huggingface is and does. Restarting on CPU We’re on a journey to advance and democratize artificial intelligence through open source and open science. Collection 8 items • Updated Oct 17 • 7 Yes, you have already mentioned that we can't sync with users' HF accounts, as we don't store who submits which model. However, a way to do it would be to have a space where users could test suspicious models and report results by opening a discussion. But we still need time to investigate the problem with the >130b params models failure discussed here – I reopened this discussion since the previous solution didn't work out. In my opinion, sync HF accounts with the leaderboard would be helpful, and we would expect to have all status information about submitted models in Hi! I have trained an openai-community/gpt2 model [1] on my custom data and would like to evaluate it via the open-llm-leaderboard (version 2) [2]. 3 contributors; History: 12946 commits. App Files Files We’re on a journey to advance and democratize artificial intelligence through open source and open science. 9 Tool: Open LLM Leaderboard Model Renamer. Open LLM Leaderboard org Dec 13, 2023 edited Dec 13, 2023 Just wanted to keep the community posted, since this has been a heavily required feature: we wll add system prompts and chat prompts support (using the default prompts stored in the model's tokenizers) first quarter of next year! Upload images, audio, and videos by dragging in the text input, pasting, or clicking here. Models; Datasets; Spaces; Posts; Docs; Solutions Pricing Log In Sign Up Spaces: HuggingFaceH4 / open_llm_leaderboard. like 85. Nice to see some more leaderboards. Metric Recently an interesting discussion arose on Twitter following the release of Falcon 🦅 and its addition to the Open LLM Leaderboard, a public leaderboard comparing open access large language models. by XXXGGGNEt - opened Dec 10, 2023. like 5. com. Open LLM Leaderboard org Jan 30. How to prompt Gemma 2 The base models have no prompt format. Subset (1) default · We’re on a journey to advance and democratize artificial intelligence through open source and open science. Discussion: naming pattern to converge on to better identify fine-tunes. 72; This is an English & Chinese MoE Model , slightly different with cloudyu/Mixtral_34Bx2_MoE_60B, and also based on [jondurbin/bagel-dpo-34b-v0. The discussion centered around one of the four evaluations displayed on the leaderboard: a benchmark for measuring Massive Multitask Language Understanding These are lightweight versions of the Open LLM Leaderboard itself, which are both open-source and simpler to use than the original code. If you don’t use parallelism, adapt your batch size to fit. App Files Files Community 711 Please remove the respective model from the leaderboard #290. co/spaces/open-llm-leaderboard/open_llm_leaderboard. Copied. 8k. Matthias [1] openai-community/gpt2 · Hugging Face [2] Open Collection including open-llm-leaderboard/requests. like 263. The dataset generation failed Note Best Portuguese 💬 chat (RLHF, DPO, IFT, ) model of around ~35B on the leaderboard today! (Score: 75. by clefourrier HF staff - opened Jan 3. Detailed results can be found here "In this blog post, we introduce Chatbot Arena, an LLM benchmark platform featuring anonymous randomized battles in a crowdsourced manner. clefourrier changed discussion title from Open LLM Leaderboard Model Renamer to Tool: Open LLM Leaderboard Model Renamer Jan 5 Edit Preview Upload images, audio, and videos by dragging in the text input, pasting, or clicking here . Discussion It’s a nice thing to have so that people that are new to the leaderboard would have an idea that a certain model used to rank highly but was overtaken due to particular advancements. Upload /0 Hi @clefourrier I kinda noticed some malfunctioning these last couple days on the evaluation . However, the above model failed evaluation. 82k. API Embed. optimum / llm-perf-leaderboard. 4. Using the Eleuther AI LM Note: We evaluated all models on a single node of 8 H100s, so the global batch size was 8 for each evaluation. wannaphong/openthaigpt-0. chaiverse. Track, rank and evaluate open Arabic LLMs and chatbots Spaces. 8211418 verified 39 minutes ago. Dataset card Viewer Files Files and versions Community 72 main requests. Rethinking LLM Evaluation with 3C3H: AraGen Benchmark and We’re on a journey to advance and democratize artificial intelligence through open source and open science. ) Thank you :) Hugging Face. io/list. Some reasons why MT-Bench would be a good addition: MT-Bench corresponds well to actual chat scenarios (anecdotal but intuitive) The Open Financial LLM Leaderboard (OFLL) evaluates financial language models across a diverse set of categories that reflect the complex needs of the finance industry. Hugging Face created the Open LLM Hugging Face's Open LLM Leaderboard v2 showcases the superior performance of Chinese AI models, with Alibaba's Qwen models taking top spots. The current setup of Huggingface's open LLM leaderboard, wherein the "Merge/moerge" option is hidden by default upon loading, has inadvertently instigated a subtle yet potentially misleading association for its users. by bongchoi - opened 1 day ago. 4k. like 3. It serves as a resource for the AI community, offering an up-to-date, benchmark The Hugging Face Open LLM Leaderboard is a well-regarded platform that evaluates and ranks open large language models and chatbots. Running App Files Files Community 60 Refreshing. Just left-click on the language column. Running App Files Files Community 105 Is leaderboard submission currently available? #104. like 8. GSM8k – multi step grade school mathematical open_llm_leaderboard. like 17. looks like the are sending folks over to the can-ai-code leaderboard which I maintain 😉 . I've ensured they can all be loaded using AutoModel and AutoTokenizer. Hello! I've been using an implementation of this github repo as a Huggingface space to test for dataset contamination on some models. The scores I get may not be entirely accurate as I'm still in the process of working out the inaccuracies of my implementation, for instance, I'm confident the code is currently not doing a good job at from huggingface_hub import add_collection_item, delete_collection_item, get_collection, update_collection_item: from huggingface_hub. There's the BigCode leaderboard but seems it stopped being updated in November. Why some models have been tested, but there is no score on the leaderboard #165 ThaiLLM-Leaderboard / leaderboard. open-llm-bot Upload AALF/FuseChat-Llama-3. This is why today, we’re thrilled to announce the TTS Arena. Each category targets specific capabilities, chatbot-arena-leaderboard. like 75. _errors import HfHubHTTPError: from pandas import DataFrame: from src. like 502. 31k. like 53. Whats problem? Could you let me know? We’re on a journey to advance and democratize artificial intelligence through open source and open science. https://huggingface. Chatbot Arena adopts the Elo rating system, which is a widely-used rating system in chess and other competitive games. like 6k. Hi @ felixz! Instruction-tuning is quite "recent" (originated with Flan, T0, and the Natural Instructions papers, so around 2021?), and as you mentioned a lot of prior models are simply fine-tuned. " The platform's core components include CompassKit for evaluation tools, CompassHub for benchmark repositories, and CompassRank for leaderboard rankings. We believe that the AraGen Leaderboard represents an important step in LLM evaluation, combining rigorous factual and alignment-based assessments through the 3C3H evaluation measure. App Files Files Community . Yes, you have already mentioned that we can't sync with users' HF accounts, as we don't store who submits which model. Compare Open LLM Leaderboard results. Refreshing For the results, it would seem we had a small issue with them being pushed to the hub after running, it should be solved today. like 37. utils import AutoEvalColumn, ModelType: from src. like 11. Hi @ lselector, This is a normal problem which can happen from time to time, as indicated in the FAQ :) No need to create an issue for this, unless the problem lasts for more than a day. Full Screen Viewer. There's an explanation in the discussion linked below. 5-0106_32K-PoSE scored very badly on the leaderboard. Running App Files Files Community 2 Refreshing. OALL / Open-Arabic-LLM-Leaderboard. Spaces. See translation. This is all based on this paper. envs import H4_TOKEN, PATH_TO_COLLECTION # Specific intervals for the We’re on a journey to advance and democratize artificial intelligence through open source and open science. Hi @ MaziyarPanahi!. What is going on with the Open LLM Leaderboard? is a discussion on the different existing ways to do evaluation: blog, discussion. HuggingFace Open LLM Leaderboard. 99k rows. Running App Files Files Community 341 Current and peak ranking #119. The scores I get may not be entirely accurate as I'm still in the process of working out the inaccuracies of my implementation, for instance, I'm confident the code is currently not doing a good job at The 3B and 7B models of OpenLLaMa have been released today: Open LLM Leaderboard 306. Discussion Upload images, audio, and videos by dragging in the text input, pasting, or clicking here. open_pt_llm_leaderboard. 95 (for generations, OpenAI open-llm-leaderboard-old / open_llm_leaderboard. Highest score Model ranked by Open LLM Leaderboard (2024-01-11) Average Score 76. If someone from Open LLM Leaderboard read it, can you confirm or fix it? Thanks 🙂 As of 2024-04-23, this model scores second (by ELO) in the Chaiverse leaderboard: https://console. Leaderboards on the Hub aims to gather machine Comparison and ranking the performance of over 30 AI models (LLMs) across key metrics including quality, price, performance and speed (output speed - tokens per second & latency - TTFT), context window & others. upstage / open-ko-llm-leaderboard. Chat Template Toggle: When submitting a model, you can choose whether to evaluate it using a chat We’re on a journey to advance and democratize artificial intelligence through open source and open science. like 323. If the model is in fact contaminated, we will flag it, and it will no longer appear on So there are 4 benchmarks: arc challenge set, Hellaswag, MMLU, and TruthfulQA According to OpenAI's initial blog post about GPT 4's release, we have 86. License: apache-2. Track, rank and evaluate open LLMs and chatbots Spaces. For our experiments, we use a temperature of 0. This repository contains the infrastructure and tools needed to run standardized benchmarks for Large Language Models (LLMs) across different hardware configurations and optimization backends. like 12. At the time of writing, a pretrained Yi series model, Yi Hi, I have a new kind of model that's quite large, called dnhkng/Large. Auto-converted to Parquet API Embed. Running App Files Files Hi, My model has failed to be evaluated. Today, I checked my model, kyujinpy/PlatYi-34B-Llama-Q-v2. 2] [SUSTech/SUS-Chat-34B] Open LLM Leaderboard Evaluation Results Detailed results can be found here. We resubmitted your Llama-3-8B-Instruct models, there was an issue on our side with a recent backend update that we fixed today. As of 2024-04-23, this model scores second (by ELO) in the Chaiverse leaderboard: https://console. The implementation was straightforward, with the main task being to set up the Hi @ Weyaxi! I really like this idea, it's very cool! Thank you for suggesting this! We have something a bit similar on our todo, but it's in the batch for beginning of next year, and if you create this tool it will give us a headstart then - so if you have the bandwidth to work on it I think it would be interesting to explore using Mixtral-8x7b (which you would likely agree is the most powerful open model) as judge in the MT-Bench question set, and including that score in the leaderboard. Arc is also listed, with the same 25-shot methodology as in Open LLM leaderboard: 96. We can categorize all tasks into those with subtasks, those without subtasks, and generative evaluation. like 4. 0-hero. Running on CPU Upgrade. Running App Files Files Community 12 Refreshing My recently benchmarked model OpenChat-3. App Files Files Community 242 Add column "Added on" or "Last benchmarked" with date? #99. @Kukedlc Most of the evaluations we use in the leaderboard actually do not need inference in the usual sense: we evaluate the ability of models to select the correct choice in a list of presets, which is not testing generation abilities (but more things like language understanding and world knowledge). @ CoreyMorris created a leaderboard for detailed MMLU results: space open-ko-llm-leaderboard. The Hugging Face multimodal LLM leaderboard serves as a global benchmark for MLLMs, assessing models across diverse tasks. FT, We’re on a journey to advance and democratize artificial intelligence through open source and open science. Hello! I think it would be beneficial to add a column on the very left of the DataFrame that shows the leaderboard position in the current benchmark. Discussion Discover amazing ML apps made by the community (We're uploading it today. open-llm-leaderboard / comparator. Comparison and ranking the performance of over 30 AI models (LLMs) across key metrics including quality, price, performance and speed (output speed - tokens per second & latency - TTFT), context window & others. These benchmarks measure the generative ability of LLMs, while previous benchmarks on the HuggingFace leaderboard focused on measuring the performance on multiple choice Q/A tasks - making this a hugely important step keeping LLM evaluation current. 34. Open LLM Leaderboard org Aug 7, 2023. like 266. Discover amazing ML apps made by the community Ideally, a good test should be realistic, unambiguous, luckless, and easy to understand. For example, if you combine an LLM with an artificial TruthfulQA boost of 1. Refreshing We’re on a journey to advance and democratize artificial intelligence through open source and open science. App Files Files Community 12 Refreshing Open LLM Leaderboard Results This repository contains the outcomes of your submitted models that have been evaluated through the Open LLM Leaderboard. The top ranks on the leaderboard (not just 7B, but all) are now occupied by models that have undergone merging and DPO, We’re on a journey to advance and democratize artificial intelligence through open source and open science. Open Ko-LLM Leaderboard 12. Evaluation Methodology the Open LLM Leaderboard evaluates and ranks open source LLMs and chatbots, and provides reproducible scores separating marketing fluff from actual progress in the field. I'm at IBM and when I heard that we Hugging Face Multimodal LLM Leaderboard. 0-beta-full-model_for_open_llm_leaderboard": ModelType. Running App Files Files Community 19 Show leaderboard position column #6. We'll be back with a fix on Monday! Discover amazing ML apps made by the community Open LLM Leaderboard 246. The discussion centered around one of the four evaluations displayed on the leaderboard: a benchmark for measuring Massive Multitask Language Understanding This is a great idea! (We probably won't add one here at the moment) Overall, I would suggest: removing non MMLU scores; adding some of the original MMLU groupings (humanities, social sciences, STEM, other) (you can find more info on the original repository); using a bigger widget for the table (it's hard to search in it) and possibly adding a search function. Hi @ ibivibiv, That's super kind of you! We might add an option for people to pay for their own eval compute using inference endpoints if they can, but it's a bit of engineering work and mostly something we'll do in Q2. Hugging Face has recently released Open LLM Leaderboard v2, an upgraded version of their popular benchmarking platform for large language models. Open LLM Leaderboard 2. 8. My leaderboard has two interviews: junior-v2 and senior. The Voicelab team is re-training without the MMLU dataset but doesn't expect much difference from base llama-2-13b; their focus is on Polish knowledge. 3% for HellaSwag (they used 10 shot, yay). Follow Open LLM Leaderboard 247. 4% for MMLU (they used 5 shot, yay) and 95. npnq mmdpf hprh jhrmq vpy umqoo xayxeo exmfygla dseo vsmmk