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README.md

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+---
+base_model: CohereForAI/c4ai-command-a-03-2025
+extra_gated_fields:
+  Affiliation: text
+  Country: country
+  I agree to use this model for non-commercial use ONLY: checkbox
+  Name: text
+extra_gated_prompt: By submitting this form, you agree to the [License Agreement](https://cohere.com/c4ai-cc-by-nc-license)  and
+  acknowledge that the information you provide will be collected, used, and shared
+  in accordance with Cohere’s [Privacy Policy]( https://cohere.com/privacy). You’ll
+  receive email updates about C4AI and Cohere research, events, products and services.
+  You can unsubscribe at any time.
+language:
+- en
+- fr
+- de
+- es
+- it
+- pt
+- ja
+- ko
+- zh
+- ar
+- el
+- fa
+- pl
+- id
+- cs
+- he
+- hi
+- nl
+- ro
+- ru
+- tr
+- uk
+- vi
+library_name: transformers
+license: cc-by-nc-4.0
+quantized_by: mradermacher
+---
+## About
+
 <!-- ### quantize_version: 2 -->
 <!-- ### output_tensor_quantised: 1 -->
 <!-- ### convert_type: hf -->
 <!-- ### vocab_type:  -->
 <!-- ### tags: nicoboss -->
 weighted/imatrix quants of https://huggingface.co/CohereForAI/c4ai-command-a-03-2025
+
+<!-- provided-files -->
+static quants are available at https://huggingface.co/mradermacher/c4ai-command-a-03-2025-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/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-IQ1_S.gguf) | i1-IQ1_S | 24.7 | for the desperate |
+| [GGUF](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-IQ1_M.gguf) | i1-IQ1_M | 26.9 | mostly desperate |
+| [GGUF](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 30.6 |  |
+| [GGUF](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-IQ2_XS.gguf) | i1-IQ2_XS | 33.8 |  |
+| [GGUF](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-IQ2_S.gguf) | i1-IQ2_S | 35.6 |  |
+| [GGUF](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-IQ2_M.gguf) | i1-IQ2_M | 38.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-Q2_K_S.gguf) | i1-Q2_K_S | 39.1 | very low quality |
+| [GGUF](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-Q2_K.gguf) | i1-Q2_K | 42.2 | IQ3_XXS probably better |
+| [GGUF](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 43.5 | lower quality |
+| [GGUF](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-IQ3_XS.gguf) | i1-IQ3_XS | 46.6 |  |
+| [GGUF](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-Q3_K_S.gguf) | i1-Q3_K_S | 49.1 | IQ3_XS probably better |
+| [GGUF](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-IQ3_S.gguf) | i1-IQ3_S | 49.2 | beats Q3_K* |
+| [PART 1](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-IQ3_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-IQ3_M.gguf.part2of2) | i1-IQ3_M | 50.9 |  |
+| [PART 1](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-Q3_K_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-Q3_K_M.gguf.part2of2) | i1-Q3_K_M | 54.5 | IQ3_S probably better |
+| [PART 1](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-Q3_K_L.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-Q3_K_L.gguf.part2of2) | i1-Q3_K_L | 59.2 | IQ3_M probably better |
+| [PART 1](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-IQ4_XS.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-IQ4_XS.gguf.part2of2) | i1-IQ4_XS | 60.1 |  |
+| [PART 1](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-Q4_0.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-Q4_0.gguf.part2of2) | i1-Q4_0 | 63.6 | fast, low quality |
+| [PART 1](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-Q4_K_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-Q4_K_S.gguf.part2of2) | i1-Q4_K_S | 63.9 | optimal size/speed/quality |
+| [PART 1](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-Q4_K_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-Q4_K_M.gguf.part2of2) | i1-Q4_K_M | 67.2 | fast, recommended |
+| [PART 1](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-Q4_1.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-Q4_1.gguf.part2of2) | i1-Q4_1 | 70.1 |  |
+| [PART 1](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-Q5_K_S.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-Q5_K_S.gguf.part2of2) | i1-Q5_K_S | 76.9 |  |
+| [PART 1](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-Q5_K_M.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-Q5_K_M.gguf.part2of2) | i1-Q5_K_M | 78.9 |  |
+| [PART 1](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-Q6_K.gguf.part1of2) [PART 2](https://huggingface.co/mradermacher/c4ai-command-a-03-2025-i1-GGUF/resolve/main/c4ai-command-a-03-2025.i1-Q6_K.gguf.part2of2) | i1-Q6_K | 91.2 | 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.
+
+<!-- end -->