From 9a9526fd374418c974ae8c6bf8af97c0d5a20bca Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 9 Jul 2026 04:30:11 +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/Codestral-21B-Pruned-i1-GGUF Source: Original Platform --- .gitattributes | 57 ++++++++++++ Codestral-21B-Pruned.i1-IQ1_M.gguf | 3 + Codestral-21B-Pruned.i1-IQ1_S.gguf | 3 + Codestral-21B-Pruned.i1-IQ2_M.gguf | 3 + Codestral-21B-Pruned.i1-IQ2_S.gguf | 3 + Codestral-21B-Pruned.i1-IQ2_XS.gguf | 3 + Codestral-21B-Pruned.i1-IQ2_XXS.gguf | 3 + Codestral-21B-Pruned.i1-IQ3_M.gguf | 3 + Codestral-21B-Pruned.i1-IQ3_S.gguf | 3 + Codestral-21B-Pruned.i1-IQ3_XS.gguf | 3 + Codestral-21B-Pruned.i1-IQ3_XXS.gguf | 3 + Codestral-21B-Pruned.i1-IQ4_XS.gguf | 3 + 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b/Codestral-21B-Pruned.i1-Q6_K.gguf new file mode 100644 index 0000000..c29846e --- /dev/null +++ b/Codestral-21B-Pruned.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:953a82c9a54f34d76cbf9f588bc63616edae782dab68f527173a4613f03c165d +size 17612644064 diff --git a/README.md b/README.md new file mode 100644 index 0000000..255741d --- /dev/null +++ b/README.md @@ -0,0 +1,128 @@ +--- +base_model: TroyDoesAI/Codestral-21B-Pruned +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- rag +- context obedient +- TroyDoesAI +- Mermaid +- Flow +- Diagram +- Sequence +- Map +- Context +- Accurate +- Summarization +- Story +- Code +- Coder +- Architecture +- Retrieval +- Augmented +- Generation +- AI +- LLM +- Mistral +- LLama +- Large Language Model +- Retrieval Augmented Generation +- Troy Andrew Schultz +- LookingForWork +- OpenForHire +- IdoCoolStuff +- Knowledge Graph +- Knowledge +- Graph +- Accelerator +- Enthusiast +- Chatbot +- Personal Assistant +- Copilot +- lol +- tags +- Pruned +- efficient +- smaller +- small +- local +- open +- source +- open source +- quant +- quantize +- ablated +- Ablation +- 'uncensored ' +- unaligned +- 'bad ' +- alignment +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/TroyDoesAI/Codestral-21B-Pruned + + +static quants are available at https://huggingface.co/mradermacher/Codestral-21B-Pruned-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/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ1_S.gguf) | i1-IQ1_S | 4.8 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ1_M.gguf) | i1-IQ1_M | 5.2 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 5.9 | | +| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ2_XS.gguf) | i1-IQ2_XS | 6.5 | | +| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ2_S.gguf) | i1-IQ2_S | 6.9 | | +| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ2_M.gguf) | i1-IQ2_M | 7.4 | | +| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-Q2_K.gguf) | i1-Q2_K | 8.1 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 8.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ3_XS.gguf) | i1-IQ3_XS | 9.0 | | +| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-Q3_K_S.gguf) | i1-Q3_K_S | 9.4 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ3_S.gguf) | i1-IQ3_S | 9.5 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ3_M.gguf) | i1-IQ3_M | 9.8 | | +| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-Q3_K_M.gguf) | i1-Q3_K_M | 10.5 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-Q3_K_L.gguf) | i1-Q3_K_L | 11.4 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-IQ4_XS.gguf) | i1-IQ4_XS | 11.6 | | +| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-Q4_0.gguf) | i1-Q4_0 | 12.3 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-Q4_K_S.gguf) | i1-Q4_K_S | 12.3 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-Q4_K_M.gguf) | i1-Q4_K_M | 12.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-Q5_K_S.gguf) | i1-Q5_K_S | 14.9 | | +| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-Q5_K_M.gguf) | i1-Q5_K_M | 15.3 | | +| [GGUF](https://huggingface.co/mradermacher/Codestral-21B-Pruned-i1-GGUF/resolve/main/Codestral-21B-Pruned.i1-Q6_K.gguf) | i1-Q6_K | 17.7 | practically like static Q6_K | + +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. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. + + diff --git a/imatrix.dat b/imatrix.dat new file mode 100644 index 0000000..ab29813 --- /dev/null +++ b/imatrix.dat @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a6445e9a1803427770af2a738e284fc60cb3843f0a69f399a6b68200b9ff7fc3 +size 11514101