Wizardmath 70b download ToRA-Code-34B is also the first open-source model that achieves an accuracy exceeding 50% on MATH, which significantly outperforms GPT-4’s CoT result, and is competitive with GPT-4 solving problems with Now updated to WizardMath 7B v1. 0 pass@1 on the GSM8K benchmark. 6GB 7b-q3_K_M 3. 9GB 7b-q4_0 Model focused on math and logic problems Now updated to WizardMath 7B v1. Furthermore, WizardMath 70B even outperforms ChatGPT-3. 4GB 70b 39GB View all 64 Tags wizard-math / system. Important note regarding GGML files. 0 model achieves 31. 8GB 7b-q3_K_L 3. New family includes three cutting-edge models: WizardLM-2 8x22B, WizardLM-2 70B, and WizardLM-2 7B. Model focused on math and logic problems wizard-math:70b-q5_0 / model. WizardMath 70B achieves: Surpasses ChatGPT-3. 8 vs. like. 2%。 表 2 显示了 WizardMath 70B 模型在 MATH Subtopics上的结果。 Models Discord GitHub Download Sign in. 5、Claude Instant 1 和 PaLM 2 540B。 Nov 26, 2023 · Xwin-Math-70B-V1. 3: you can also download our series of MetaMath models in huggingface: 🤗 MetaMath 7B 🤗 MetaMath 13B 🤗 Now updated to WizardMath 7B v1. --local-dir-use-symlinks False More advanced huggingface-cli download usage (click to read) Now updated to WizardMath 7B v1. Example prompt 🔥 我们的WizardMath-70B-V1. 0: 🤗 HF Link: 📃 : 81. Datasets. 13b-q4_0 7b 4. 5, Claude Instant 1 and PaLM 2 540B. 0は70Bのモデルのため、私の環境で直接動かすことができない。また、現時点で、Xwin-Math-70B-V1. wizard-math Model focused on math and logic problems Cancel wizard-math:70b-q8_0 / model. Example prompt Models Discord GitHub Download Sign in. Meanwhile, WizardLM-2 7B and WizardLM-2 70B are all the top-performing models among the other leading baselines at 7B to 70B model scales. 3) and on MATH (58. 2 pass@1 on GSM8k, and 33. , 2023) (82. 9), PaLM 2 540B (81. 1进行交互。 Models Discord GitHub Download Sign in. 8%。 同时，它在数学方面也比 Llama 2 70B（22. 55. Remarkably, WizardMath-Mistral 7B surpasses all other open-source LLMs by a substantial margin. 🔥 The following figure shows that our WizardMath-70B-V1. 1-AWQ. Model Size (in billions): 7. 研究团队提供了一个在线demo,允许用户与WizardMath-7B-V1. 50 downloads. Example prompt Jul 25, 2023 · 🔥 Our WizardMath-70B-V1. 0 with Other LLMs. 9GB 7b-q4_0 3. 3 70B offers similar performance compared to the Llama 3. 4GB 70b 39GB 13b-q4_0 7 Now updated to WizardMath 7B v1. 0 model is a large language model developed by the WizardLM team that is focused on empowering mathematical reasoning capabilities. Cancel 7b 13b 70b. Example prompt Our WizardMath-70B-V1. Citation 🔥 Our WizardMath-70B-V1. 0 attains the fifth position in this benchmark, surpassing ChatGPT (81. com Comparing WizardMath-V1. 0 achieves a substantial and comprehensive improvement on coding, mathematical reasoning and open-domain conversation capacities. Particularly, MetaMath-70B achieves an accuracy of 82. Model Name: wizardmath-v1. 7 Pass@1 WizardMath 70B achieves: Surpasses ChatGPT-3. 4GB 70b 39GB 70b-fp16 138GB View all 64 Tags wizard Aug 18, 2023 · 该模型有 70B、13B、7B 三个参数规模，研究者在两个数学推理基准 GSM8k 和 MATH 上的测试表明，WizardMath 优于所有其他开源 LLM，达到 SOTA。 在 GSM8K 上，WizardMath-70B-V1. Note for model system prompts usage: Aug 13, 2023 · 其中，前者是针对指令优化的大模型，而后者则是针对编程优化的大模型。而此次WizardMath则是他们发布的第三个大模型系列，主要是针对数学推理优化的大模型。在GSM8K的评测上，WizardMath得分超过了ChatGPT-3. 0. 4GB 70b 39GB View all 64 Tags wizard-math / model. updated 2023-08-30. 5%). 103. The model will start downloading. 3GB 7b-q3_K_S 2. 5、Claude Instant 1 和 PaLM 2 540B。 To download from the main branch, enter TheBloke/WizardMath-7B-V1. Simultaneously,WizardMath 70B also surpasses the Text-davinci-002 on MATH. Example prompt Now updated to WizardMath 7B v1. Third party Now updated to WizardMath 7B v1. ; Our WizardMath-70B-V1. 4GB 70b 39GB View all 🔥 [08/11/2023] We release WizardMath Models. WizardLM-2 8x22B is our most advanced model, and the best opensource LLM in our internal evaluation on highly complex tasks. cpp no longer supports GGML models. Note for model system prompts usage: Models Discord GitHub Download Sign in New state of the art 70B model. 0-GPTQ:main; see Provided Files above for the list of branches for each option. 3: you can also download our series of MetaMath models in huggingface: 🤗 MetaMath 7B 🤗 MetaMath 13B 🤗 WizardMath-70B: 81. 8），提升达到 24. 4GB 70b 39GB View all 64 Tags Aug 18, 2023 · Furthermore, WizardMath 70B even outperforms GPT-3. Q4_K_M. 5-Turbo, Claude 2, Gemini Pro and GPT-4-early-version. 7: Downloads last month 0. Files and versions WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct (RLEIF) News [12/19/2023] Comparing WizardMath-7B-V1. Model focused on math and logic problems 70b 7b 4. Description: WizardMath is an open-source LLM trained by fine-tuning Llama2 with Evol-Instruct, specializing in math. Now updated to WizardMath 7B v1. 1 with other open source 7B size math LLMs. 5、Claude Instant 1 和 PaLM 2 540B。 Now updated to WizardMath 7B v1. 8fadb9ad1206 · 106B. To download from a specific branch, enter for example TheBloke/WizardMath-70B-V1. Inference Examples. 9GB 7b-q4_0 Then you can download any individual model file to the current directory, at high speed, with a command like this: huggingface-cli download TheBloke/WizardMath-7B-V1. 1 trained from Mistral-7B, the SOTA 7B math LLM, achieves 83. WizardLM-2 70B reaches top-tier reasoning capabilities and is the first choice in the same size. 5 on MATH (compared to MetaMath-13B Yu et al. 7K Pulls Updated 16 months ago. Compute NEW Model focused on math and logic problems Now updated to WizardMath 7B v1. gguf: Q2_K: 2: 29. In the Model dropdown, choose the model you just downloaded: WizardMath-7B-V1. 🔥 News 💥 [Nov, 2023] The Xwin-Math-70B-V1. 2 points higher than the SOTA open-source LLM. 0 model achieves 81. Models Discord GitHub 7b 4. 0; Description This repo contains GGML format model files for WizardLM's WizardMath 70B V1. It was trained using a novel method called Reinforced Evol-Instruct (RLEIF), which involves automatically generating a diverse set of math-related instructions to fine-tune the model. Below are the WizardMath hardware requirements for 4-bit quantization: to high school levels, the results show that our WizardMath outperforms all other open-source LLMs at the same model size, achieving state-of-the-art performance. 0-GPTQ. Example prompt Inference WizardMath Demo Script . PyTorch llama License: llama2 @AI-ModelScope. 1GB 13b 7. 🔥 Our WizardMath-70B-V1. This model is license friendly, and follows the same license with Meta Llama-2. In this paper, we present WizardMath, which enhances the mathematical CoT reasoning abilities of Models Discord GitHub Download Sign in. See full list on github. Metadata Models Discord GitHub Download Sign in. Surpasses Text-davinci-002, GAL, PaLM, GPT-3 on MATH with 22. Xwin-Math Xwin-Math is a series of powerful SFT LLMs for math problem based on LLaMA-2. 0, achieves state-of-the-art results on mathematical reasoning benchmarks GSM8k and MATH, even surpassing major commercial models like OpenAI's ChatGPT, Google's PaLM and Anthropic's Claude. Model focused on math and logic problems Now updated to WizardMath 7B v1. 5, Claude Instant, Gemini Pro and Mistral Medium. 7b 7b 4. Aug 21, 2023 · 该模型有 70B、13B、7B 三个参数规模，研究者在两个数学推理基准 GSM8k 和 MATH 上的测试表明，WizardMath 优于所有其他开源 LLM，达到 SOTA。 在 GSM8K 上，WizardMath-70B-V1. 1-GPTQ:gptq-4bit-32g-actorder_True. 0 model could be useful for a variety of applications that require advanced mathematical skills, such as: Providing homework help and tutoring for students struggling with math Automating the generation of math practice problems and solutions Integrating math reasoning capabilities into educational apps and games Aiding in 104K Downloads Updated 16 months ago. Example prompt Introducing the newest WizardLM-70B V1. 0 model slightly outperforms some closed-source LLMs on the GSM8K, including ChatGPT 3. 1 on GSM8K (compared to MuggleMath-13B Li et al. ( 2023 ) ), respectively. Models Sign in Download wizard-math Model focused on math and logic problems 7B 13B. Aug 15, 2023 · 如下图所示，经过GSM8k数据集测试，WizardMath数学能力直接击败了ChatGPT、Claude Instant 1、PaLM 2-540B等一众大模型—— 并且是在参数只有700亿，远不及后三者的情况之下。 HuggingFace已上线3个在线可玩版本（分别为7B、13B和70B参数），各种数学题可以直接丢进去试一试。 WizardMath 70B V1. 6c4db9998fe5 · 47GB. We release the MetaMathQA dataset, the pretrained MetaMath models with different mode size and the training code for public use. 82. Aug 27, 2023 · 🚀Major Update: Introducing WizardMath, the third member of Wizard Family. It is available in 7B, 13B, and 70B parameter sizes. 6 pass@1，比最先进的开源大语言模型高出24. 0模型在GSM8K上的表现略微超过了一些闭源大语言模型，包括ChatGPT 3. 9GB 7b-q4_0 Our WizardMath-70B-V1. Example prompt Aug 9, 2023 · 🔥 Our WizardMath-70B-V1. Example prompt Aug 9, 2023 · Under Download custom model or LoRA, enter TheBloke/WizardLM-70B-V1. Note for model system prompts usage: Sign in Download. 0 model ! WizardLM-70B V1. 8GB 7b-q4 Aug 26, 2023 · 目前 WizardMath 主要能力还是在解决给定的数学问题上面，如何自己发现问题，提出假设，进行推导验证这一整套数学研究的流程 WizardMath 后续还会深入的学习，另外 WizardMath，我期望它的未来长期规划是在多个理工科学科（如物理，化学，生物等）上面达到博士 Through extensive experiments on two mathematical reasoning benchmarks, namely GSM8k and MATH, we reveal the extraordinary capabilities of our model. Dec 19, 2023 · 🔥 Our WizardMath-70B-V1. 7 Pass@1. 8) , Claude Instant (81. 6). For instance, WizardMath-70B signif-icantly outperforms MetaMath-70B by a significant margin on GSM8k (92. 6 versus 81. Dec 19, 2023 · WizardMath: Empowering Mathematical Reasoning for Large Language Models via Reinforced Evol-Instruct (RLEIF) News [12/19/2023] Comparing WizardMath-7B-V1. 7 比 13. Inference WizardMath Demo Script. Example prompt 与其他开源的7B规模数学语言模型相比,WizardMath-7B-V1. Example prompt AI-ModelScope / WizardLM-70B-V1. The detailed results are as follows: Models Discord GitHub Download Sign in. 0如何使用，官方网站，模型的介绍、使用方法、所属领域和解决的任务等信息。 AI大模型学习 AI博客 @@ -23,9 +23,20 @@ Thanks to the enthusiastic friends, their video introductions are more lively an Under Download custom model or LoRA, enter TheBloke/WizardMath-7B-V1. 2%。 表 2 显示了 WizardMath 70B 模型在 MATH Subtopics上的结果。 欢迎关注 @机器学习社区 ，专注学术论文、大模型、人工智能、机器学习上周，微软与中国科学院联合发布的 WizardMath 大模型火了。 该模型有 70B、13B、7B 三个参数规模，研究者在两个数学推理基准 GSM8k 和 MATH … WizardLM 是一个经过微调的 7B LLaMA 模型 Now updated to WizardMath 7B v1. Note for model system prompts usage: Now updated to WizardMath 7B v1. However, most existing open-source models are only pre-trained on large-scale internet data and without math-related optimization. tools 70b. In the top left, click the refresh icon next to Model. 7 pass@1 on the MATH Benchmarks , which is 9. 6 pass@1 on the GSM8k Benchmarks, which is 24. 0 attains the fifth position in this benchmark , surpassing ChatGPT (81. 7: 🔥 MetaMath-70B: 82. 0を量子化したモデルは公開されていないため自分で量子化する必要がある。 以下の手順で、モデルを4bit量子化を実施した。 Aug 18, 2023 · 机器之心报道， 编辑：陈萍。上周，微软与中国科学院联合发布的 WizardMath 大模型火了。 该模型有 70B、13B、7B 三个参数规模，研究者在两个数学推理基准 GSM8k 和 MATH 上的测试表明， WizardMath 优于所有其他… Aug 23, 2023 · 为了确保公平和一致性评估，本文在贪婪解码和CoT设置下报告了所有模型的分数，并报告了WizardMath与具有类似参数大小的基准模型之间的改进。可以发现：WizardMath采用更大的B数，效果提升显著，WizardMath-70B模型的准确度足以与一些SOTA的闭源LLMs相媲美。 样例展示. 103K Pulls Updated 16 months ago. 0 模型的性能略优于一些闭源 LLM，包括 ChatGPT 3. 6: 22. This new version is trained from Mistral-7B and achieves even higher benchmark scores than previous versions. Model card. From the command line I recommend using the huggingface-hub Python library: pip3 install Jul 2, 2024 · Model overview. Example prompt WizardLM models (llm) are finetuned on Llama2-70B model using Evol+ methods, delivers outstanding performance. wizard-math 7b 4. 1 405B model. Additionally, our preliminary exploration highlights the pivotal role of instruction evolution and process supervision in achieving exceptional math performance. WizardMath-70B-V1. 4GB 70b 39GB View all 64 Tags WizardMath-70B: 81. To download from a specific branch, enter for example TheBloke/WizardLM-70B-V1. 0% vs. The GGML format has now been superseded by GGUF. 70b-fp16 7b 4. 6% on the competition-level dataset MATH, surpassing the best open-source model WizardMath-70B by 22% absolute. Model focused on math and logic problems Cancel 7b 13b 70b. Specifications# Model Spec 1 (pytorch, 7 Billion)# Model Format: pytorch. fc0bedc518fa · 4. Inference API has been turned off for this model. Model focused on math and logic problems wizard-math:70b-q3_K_L / model. Aug 14, 2023 · 如下图所示，经过GSM8k 数据集 测试，WizardMath数学能力直接击败了ChatGPT、Claude Instant 1、PaLM 2-540B等一众大模型—— 并且是在参数只有700亿，远不及后三者的情况之下。 HuggingFace已上线3个在线可玩版本（分别为7B、13B和70B参数），各种数学题可以直接丢进去试一试。 Aug 18, 2023 · Large language models (LLMs), such as GPT-4, have shown remarkable performance in natural language processing (NLP) tasks, including challenging mathematical reasoning. 0 - GGML Model creator: WizardLM; Original model: WizardMath 70B V1. Aug 31, 2023 · The performance of an WizardMath model depends heavily on the hardware it's running on. Quantizations: 4-bit, 8 Models. Aug 17, 2023 · The resulting model, called WizardMath-70B-V1. 104K Downloads Updated 17 months ago. 5）高出 9. wizard-math. Example prompt Notably, ToRA-7B reaches 44. 0# Context Length: 2048. On LLaMA-2-13B, the improvements are +14. Example prompt Model focused on math and logic problems Models Discord GitHub Download Sign in. Comparing WizardMath-V1. 1. 8 pass@1 on the MATH benchmark and 87. 5, Claude Instant-1, PaLM-2 and Chinchilla on GSM8k with 81. 6 比 56. 1-GPTQ in the "Download model" box. 26. Metadata Now updated to WizardMath 7B v1. Languages: en. 28 GB: 31. 55540d7c14b7 · 45B { Sep 7, 2023 · WizardMath 70B 在 GSM8k 上超越了 Llama 2 70B（81. To commen concern about dataset: Recently, there have been clear changes in the open-sour Comparing WizardMath-V1. 8 points higher than the SOTA open-source LLM. Example prompt to high school levels, the results show that our WizardMath outperforms all other open-source LLMs at the same model size, achieving state-of-the-art performance. 2%。 表 2 显示了 WizardMath 70B 模型在 MATH Subtopics上的结果。 Through extensive experiments on two mathematical reasoning benchmarks, namely GSM8k and MATH, we reveal the extraordinary capabilities of our model. Example prompt Jun 5, 2024 · The WizardMath-70B-V1. We provide the WizardMath inference demo code here. Oct 27, 2023 · 研究人员评估了一系列从7B到70B的工具集成推理代理（TORA）在10个不同的数学推理数据集上的效果。如图1所示，TORA 系列在所有规模上都显著优于开源模型。 而且，在竞赛难度的MATH数据集上，TORA-7B的性能比之前的SoTA WizardMath-70B高出22%。 Aug 18, 2023 · 有了这项研究，大模型的数学能力更强了。 上周，微软与中国科学院联合发布的 WizardMath 大模型火了。 该模型有 70B、13B、7B 三个参数规模，研究者 Sep 8, 2023 · Our WizardMath-70B-V1. 80. 为了确保公平和一致性评估，本文在贪婪解码和CoT设置下报告了所有模型的分数，并报告了WizardMath与具有类似参数大小的基准模型之间的改进。可以发现：WizardMath采用更大的B数，效果提升显著，WizardMath-70B模型的准确度足以与一些SOTA的闭源LLMs相媲美。 样例展示 Aug 14, 2023 · 微软开源了新的大模型WizardMath，它使用了一种新的方法Evol Instruction来自动生成各种难度级别的开放域指令，从而提高大模型的能力。经过测试，WizardMath在数学能力方面击败了一众大模型，包括ChatGPT和PaLM等。HuggingFace已经上线了3个在线可玩版本，用户可以直接输入数学题进行尝试。该方法已经开源 Now updated to WizardMath 7B v1. The WizardMath-70B-V1. Example prompt In Table 1, our WizardMath 70B slightly outperforms some close-source LLMs on GSM8k, including ChatGPT, Claude Instant and PaLM 2 540B. 0模型在GSM8k基准测试上达到了81. 70f16dd16e5f · 36GB. 5ab8dc2115d3 • 4. 6 vs. 1在GSM8k和MATH测试集上都取得了最佳成绩。 它甚至超越了一些30B到70B规模的大型开源语言模型,如Llama 2-70B、Mixtral 8x7B等。 模型应用. 7). 57. Q2_K. ToRA achieves fast zero-shot inference, averaging 1. Llama 3. 5827126cc766 Under Download custom model or LoRA, enter TheBloke/WizardMath-70B-V1. ( 2023 ) ) and +22. Surpasses all other open-source LLMs on both GSM8k and MATH by a substantial margin Now updated to WizardMath 7B v1. Models Discord GitHub Download Sign in. For example, ToRA-70B generalizes better on TabMWP, a table reasoning task, than WizardMath (74. Name Quant method Bits Size Max RAM required Use case; wizardlm-70b-v1. And as shown in Figure 2, our model is currently ranked in the top five on all models. 475ab6ac13b4 · 73GB. 4K Pulls Updated 7 months ago. 78 GB: smallest, significant quality loss - not recommended for most purposes Aug 19, 2023 · WizardMath 70B 在 GSM8k 上超越了 Llama 2 70B（81. 7b 13b 70b. Example prompt It even surpasses several latest 70B models dedicated for math capabilities, such as WizardMath-70B (Luo et al. To download from another branch, add :branchname to the end of the download name, eg TheBloke/WizardMath-7B-V1. 1GB. Our WizardMath-70B-V1. [12/19/2023] 🔥 We released WizardMath-7B-V1. 5-Turbo. [12/19/2023] Comparing WizardMath-7B-V1. 2 Now updated to WizardMath 7B v1. WizardMath was released by WizardLM. Data Contamination Check: Inference WizardMath Demo Script. 4GB 70b 39GB View all 64 Tags wizard-math:13b / params. 02 tool interaction rounds per problem, maintaining high efficiency with one round of interaction for most problems. wizard-math Model focused on math and logic problems 70b 7b 4. Community. Name Quant method Bits Size Max RAM required Use case; wizardmath-70b-v1. [12/19/2023] Comparing WizardMath-7B-V1. 1 with large open source (30B~70B) LLMs. Next version is in training and will be public together with our new Now updated to WizardMath 7B v1. 7 pass@1 on the MATH Benchmarks, which is 9. Once it's finished it will say "Done". 1GB 70b-q8_0. 4GB 70b 39GB 7b-fp16 13GB 7b-q2_K 2. Studios Comparing WizardMath-V1. 5、Claude Instant 1和PaLM 2 540B。 🔥 我们的WizardMath-70B-V1. 78 GB: smallest, significant quality loss - not recommended for most purposes 该模型有 70B、13B、7B 三个参数规模，研究者在两个数学推理基准 GSM8k 和 MATH 上的测试表明，WizardMath 优于所有其他开源 LLM，达到 SOTA。 在 GSM8K 上，WizardMath-70B-V1. Text Generation. 8个百分点。 Aug 11, 2023 · 同时，页面还提供了WizardMath-70B-V1. 6 Pass@1. gguf --local-dir . 3% on GSM8K, slightly better than GPT-3. Abilities: chat. 6 on GSM8K). 1-AWQ; Select Loader: AutoAWQ. Citation Apr 15, 2024 · The WizardLM-2 8x22B even demonstrates highly competitive performance compared to the most advanced proprietary works such as GPT-4-Trubo and Glaude-3. Click Download. 70b-q4_K_S WizardMath 70B 在 GSM8k 上超越了 Llama 2 70B（81. For recommendations on the best computer hardware configurations to handle WizardMath models smoothly, check out this guide: Best Computer for Running LLaMA and LLama-2 Models. 1-GGUF wizardmath-7b-v1. 5、Claude Instant-1等闭源商业模型，得分十分逆天！ Now updated to WizardMath 7B v1. Sign in Download. 6K Pulls Updated 16 months ago. As of August 21st 2023, llama. 4GB 70b 39GB View all 64 Tags wizard-math Comparing WizardMath-V1. 8 points higher than the SOTA open-source LLM, and achieves 22. 0 pass@1 on MATH. It is trained on the GSM8k dataset, and targeted at math questions. Example prompt We would like to show you a description here but the site won’t allow us. Example prompt wizardmath-v1. 1: ollama pull wizard-math. Example prompt Sign in Download. 6 pass@1 on the GSM8k Benchmarks , which is 24. mpwubs krct sglzrejs vwsoq qivgu bwuhq svlwpl bggepd uvua lywsoasi