auto-patch README.md

uploaded from nico1
2025-12-05 05:19:25 +00:00 · 2025-12-05 05:19:21 +00:00 · 2025-12-05 05:16:56 +00:00 · 2025-12-05 05:15:00 +00:00 · 2025-12-05 05:12:30 +00:00 · 2025-12-05 05:11:51 +00:00
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+++ b/README.md
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+---
+base_model: ValiantLabs/Ministral-3-14B-Reasoning-2512-Esper3.1
+datasets:
+- sequelbox/Titanium3-DeepSeek-V3.1-Terminus
+- sequelbox/Tachibana3-Part1-DeepSeek-V3.1-Terminus
+- sequelbox/Tachibana3-Part2-DeepSeek-V3.2
+- sequelbox/Mitakihara-DeepSeek-R1-0528
+language:
+- en
+library_name: transformers
+license: apache-2.0
+mradermacher:
+  readme_rev: 1
+quantized_by: mradermacher
+tags:
+- esper
+- esper-3.1
+- esper-3
+- valiant
+- valiant-labs
+- mistral3
+- mistral
+- mistral-common
+- ministral-3-14b
+- ministral
+- reasoning
+- code
+- code-instruct
+- python
+- javascript
+- dev-ops
+- jenkins
+- terraform
+- ansible
+- docker
+- jenkins
+- kubernetes
+- helm
+- grafana
+- prometheus
+- shell
+- bash
+- azure
+- aws
+- gcp
+- cloud
+- scripting
+- powershell
+- problem-solving
+- architect
+- engineer
+- developer
+- creative
+- analytical
+- expert
+- rationality
+- conversational
+- chat
+- instruct
+---
+## About
+
 <!-- ### quantize_version: 2 -->
 <!-- ### output_tensor_quantised: 1 -->
 <!-- ### convert_type: hf -->
@@ -7,3 +69,69 @@
 <!-- ### quants_skip:  -->
 <!-- ### skip_mmproj: 1 -->
 weighted/imatrix quants of https://huggingface.co/ValiantLabs/Ministral-3-14B-Reasoning-2512-Esper3.1
+
+<!-- provided-files -->
+
+***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF).***
+
+static quants are available at https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-GGUF
+
+**This is a vision model - mmproj files (if any) will be in the [static repository](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-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/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-IQ1_S.gguf) | i1-IQ1_S | 3.4 | for the desperate |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-IQ1_M.gguf) | i1-IQ1_M | 3.6 | mostly desperate |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 4.0 |  |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-IQ2_XS.gguf) | i1-IQ2_XS | 4.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-IQ2_S.gguf) | i1-IQ2_S | 4.6 |  |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-IQ2_M.gguf) | i1-IQ2_M | 4.9 |  |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-Q2_K_S.gguf) | i1-Q2_K_S | 5.0 | very low quality |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-Q2_K.gguf) | i1-Q2_K | 5.3 | IQ3_XXS probably better |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 5.5 | lower quality |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-IQ3_XS.gguf) | i1-IQ3_XS | 5.9 |  |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-Q3_K_S.gguf) | i1-Q3_K_S | 6.2 | IQ3_XS probably better |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-IQ3_S.gguf) | i1-IQ3_S | 6.2 | beats Q3_K* |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-IQ3_M.gguf) | i1-IQ3_M | 6.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-Q3_K_M.gguf) | i1-Q3_K_M | 6.8 | IQ3_S probably better |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-Q3_K_L.gguf) | i1-Q3_K_L | 7.3 | IQ3_M probably better |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-IQ4_XS.gguf) | i1-IQ4_XS | 7.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-IQ4_NL.gguf) | i1-IQ4_NL | 7.9 | prefer IQ4_XS |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-Q4_0.gguf) | i1-Q4_0 | 7.9 | fast, low quality |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-Q4_K_S.gguf) | i1-Q4_K_S | 7.9 | optimal size/speed/quality |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-Q4_K_M.gguf) | i1-Q4_K_M | 8.3 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-Q4_1.gguf) | i1-Q4_1 | 8.7 |  |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-Q5_K_S.gguf) | i1-Q5_K_S | 9.5 |  |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-Q5_K_M.gguf) | i1-Q5_K_M | 9.7 |  |
+| [GGUF](https://huggingface.co/mradermacher/Ministral-3-14B-Reasoning-2512-Esper3.1-i1-GGUF/resolve/main/Ministral-3-14B-Reasoning-2512-Esper3.1.i1-Q6_K.gguf) | i1-Q6_K | 11.2 | 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 -->
Author	SHA1	Message	Date
team mradermacher	c4fc9bd1ce	auto-patch README.md	2025-12-05 05:19:25 +00:00
team mradermacher	cc8712f513	uploaded from nico1	2025-12-05 05:19:21 +00:00
team mradermacher	8f289b72d0	uploaded from nico1	2025-12-05 05:16:56 +00:00
team mradermacher	d6a672d095	uploaded from nico1	2025-12-05 05:15:00 +00:00
team mradermacher	9d66f18144	uploaded from nico1	2025-12-05 05:12:30 +00:00
team mradermacher	e52adc2b04	uploaded from nico1	2025-12-05 05:11:51 +00:00
team mradermacher	5367ce6092	uploaded from nico1	2025-12-05 05:10:22 +00:00
team mradermacher	492149485b	auto-patch README.md	2025-12-05 05:09:38 +00:00
team mradermacher	f5049e07f3	uploaded from nico1	2025-12-05 05:09:02 +00:00
team mradermacher	35099b133a	uploaded from nico1	2025-12-05 05:07:20 +00:00