From 4262895e10040628df596b6a2bcdf144c76cd6a5 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 14 Jun 2026 22:56:29 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: mradermacher/Einstein-v7-Qwen2-7B-GGUF Source: Original Platform --- .gitattributes | 50 +++++++++++++ Einstein-v7-Qwen2-7B.IQ3_M.gguf | 3 + Einstein-v7-Qwen2-7B.IQ3_S.gguf | 3 + Einstein-v7-Qwen2-7B.IQ3_XS.gguf | 3 + Einstein-v7-Qwen2-7B.IQ4_XS.gguf | 3 + Einstein-v7-Qwen2-7B.Q2_K.gguf | 3 + Einstein-v7-Qwen2-7B.Q3_K_L.gguf | 3 + Einstein-v7-Qwen2-7B.Q3_K_M.gguf | 3 + Einstein-v7-Qwen2-7B.Q3_K_S.gguf | 3 + Einstein-v7-Qwen2-7B.Q4_K_M.gguf | 3 + Einstein-v7-Qwen2-7B.Q4_K_S.gguf | 3 + Einstein-v7-Qwen2-7B.Q5_K_M.gguf | 3 + Einstein-v7-Qwen2-7B.Q5_K_S.gguf | 3 + 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camel-ai/biology +- camel-ai/math +- metaeval/reclor +- openbookqa +- mandyyyyii/scibench +- derek-thomas/ScienceQA +- TIGER-Lab/ScienceEval +- jondurbin/airoboros-3.2 +- LDJnr/Capybara +- Cot-Alpaca-GPT4-From-OpenHermes-2.5 +- STEM-AI-mtl/Electrical-engineering +- knowrohit07/saraswati-stem +- sablo/oasst2_curated +- lmsys/lmsys-chat-1m +- TIGER-Lab/MathInstruct +- bigbio/med_qa +- meta-math/MetaMathQA-40K +- openbookqa +- piqa +- metaeval/reclor +- derek-thomas/ScienceQA +- scibench +- sciq +- Open-Orca/SlimOrca +- migtissera/Synthia-v1.3 +- TIGER-Lab/ScienceEval +- allenai/WildChat +- microsoft/orca-math-word-problems-200k +- openchat/openchat_sharegpt4_dataset +- teknium/GPTeacher-General-Instruct +- m-a-p/CodeFeedback-Filtered-Instruction +- totally-not-an-llm/EverythingLM-data-V3 +- HuggingFaceH4/no_robots +- OpenAssistant/oasst_top1_2023-08-25 +- WizardLM/WizardLM_evol_instruct_70k +- abacusai/SystemChat-1.1 +- H-D-T/Buzz-V1.2 +language: +- en +library_name: transformers +license: other +quantized_by: mradermacher +tags: +- axolotl +- instruct +- finetune +- chatml +- gpt4 +- synthetic data +- science +- physics +- chemistry +- biology +- math +- qwen +- qwen2 +--- +## About + + + + + + +static quants of https://huggingface.co/Weyaxi/Einstein-v7-Qwen2-7B + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Einstein-v7-Qwen2-7B-i1-GGUF +## Usage + +If you are unsure how to use GGUF files, refer to one of [TheBloke's +READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for +more details, including on how to concatenate multi-part files. + +## Provided Quants + +(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) + +| Link | Type | Size/GB | Notes | +|:-----|:-----|--------:|:------| +| [GGUF](https://huggingface.co/mradermacher/Einstein-v7-Qwen2-7B-GGUF/resolve/main/Einstein-v7-Qwen2-7B.Q2_K.gguf) | Q2_K | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/Einstein-v7-Qwen2-7B-GGUF/resolve/main/Einstein-v7-Qwen2-7B.IQ3_XS.gguf) | IQ3_XS | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/Einstein-v7-Qwen2-7B-GGUF/resolve/main/Einstein-v7-Qwen2-7B.Q3_K_S.gguf) | Q3_K_S | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/Einstein-v7-Qwen2-7B-GGUF/resolve/main/Einstein-v7-Qwen2-7B.IQ3_S.gguf) | IQ3_S | 3.6 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Einstein-v7-Qwen2-7B-GGUF/resolve/main/Einstein-v7-Qwen2-7B.IQ3_M.gguf) | IQ3_M | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/Einstein-v7-Qwen2-7B-GGUF/resolve/main/Einstein-v7-Qwen2-7B.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Einstein-v7-Qwen2-7B-GGUF/resolve/main/Einstein-v7-Qwen2-7B.Q3_K_L.gguf) | Q3_K_L | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/Einstein-v7-Qwen2-7B-GGUF/resolve/main/Einstein-v7-Qwen2-7B.IQ4_XS.gguf) | IQ4_XS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/Einstein-v7-Qwen2-7B-GGUF/resolve/main/Einstein-v7-Qwen2-7B.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Einstein-v7-Qwen2-7B-GGUF/resolve/main/Einstein-v7-Qwen2-7B.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Einstein-v7-Qwen2-7B-GGUF/resolve/main/Einstein-v7-Qwen2-7B.Q5_K_S.gguf) | Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/Einstein-v7-Qwen2-7B-GGUF/resolve/main/Einstein-v7-Qwen2-7B.Q5_K_M.gguf) | Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/Einstein-v7-Qwen2-7B-GGUF/resolve/main/Einstein-v7-Qwen2-7B.Q6_K.gguf) | Q6_K | 6.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Einstein-v7-Qwen2-7B-GGUF/resolve/main/Einstein-v7-Qwen2-7B.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Einstein-v7-Qwen2-7B-GGUF/resolve/main/Einstein-v7-Qwen2-7B.f16.gguf) | f16 | 15.3 | 16 bpw, overkill | + +Here is a handy graph by ikawrakow comparing some lower-quality quant +types (lower is better): + +![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png) + +And here are Artefact2's thoughts on the matter: +https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9 + +## FAQ / Model Request + +See https://huggingface.co/mradermacher/model_requests for some answers to +questions you might have and/or if you want some other model quantized. + +## Thanks + +I thank my company, [nethype GmbH](https://www.nethype.de/), for letting +me use its servers and providing upgrades to my workstation to enable +this work in my free time. + +