auto-patch README.md

README.md

@@ -1,3 +1,119 @@
+---
+base_model: DavidAU/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B
+datasets:
+- sequelbox/Celestia3-DeepSeek-R1-0528
+- sequelbox/Mitakihara-DeepSeek-R1-0528
+- sequelbox/Raiden-DeepSeek-R1
+language:
+- en
+library_name: transformers
+license: apache-2.0
+mradermacher:
+  readme_rev: 1
+quantized_by: mradermacher
+tags:
+- merge
+- programming
+- code generation
+- code
+- coding
+- coder
+- chat
+- code
+- chat
+- qwen
+- qwen3
+- qwencoder
+- esper
+- esper-3
+- valiant
+- valiant-labs
+- qwen
+- qwen-3
+- qwen-3-2.4b
+- 2.4b
+- reasoning
+- code
+- code-instruct
+- python
+- javascript
+- dev-ops
+- jenkins
+- terraform
+- scripting
+- powershell
+- azure
+- aws
+- gcp
+- cloud
+- problem-solving
+- architect
+- engineer
+- developer
+- creative
+- analytical
+- expert
+- rationality
+- conversational
+- chat
+- instruct
+- shining-valiant
+- shining-valiant-3
+- valiant
+- valiant-labs
+- qwen
+- qwen-3
+- qwen-3-1.7b
+- 1.7b
+- reasoning
+- code
+- code-reasoning
+- science
+- science-reasoning
+- physics
+- biology
+- chemistry
+- earth-science
+- astronomy
+- machine-learning
+- artificial-intelligence
+- compsci
+- computer-science
+- information-theory
+- ML-Ops
+- math
+- cuda
+- deep-learning
+- transformers
+- agentic
+- LLM
+- neuromorphic
+- self-improvement
+- complex-systems
+- cognition
+- linguistics
+- philosophy
+- logic
+- epistemology
+- simulation
+- game-theory
+- knowledge-management
+- creativity
+- problem-solving
+- architect
+- engineer
+- developer
+- creative
+- analytical
+- expert
+- rationality
+- conversational
+- chat
+- instruct
+- float32
+---
+## About
+
 <!-- ### quantize_version: 2 -->
 <!-- ### output_tensor_quantised: 1 -->
 <!-- ### convert_type: hf -->
@@ -7,3 +123,54 @@
 <!-- ### quants_skip:  -->
 <!-- ### skip_mmproj:  -->
 static quants of https://huggingface.co/DavidAU/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B
+
+<!-- provided-files -->
+
+***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B-GGUF).***
+
+weighted/imatrix quants are available at https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B-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/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B.Q2_K.gguf) | Q2_K | 1.2 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B.Q3_K_S.gguf) | Q3_K_S | 1.4 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B.Q3_K_M.gguf) | Q3_K_M | 1.5 | lower quality |
+| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B.Q3_K_L.gguf) | Q3_K_L | 1.6 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B.IQ4_XS.gguf) | IQ4_XS | 1.7 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B.Q4_K_S.gguf) | Q4_K_S | 1.7 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B.Q4_K_M.gguf) | Q4_K_M | 1.8 | fast, recommended |
+| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B.Q5_K_S.gguf) | Q5_K_S | 2.0 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B.Q5_K_M.gguf) | Q5_K_M | 2.1 |  |
+| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B.Q6_K.gguf) | Q6_K | 2.4 | very good quality |
+| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B.Q8_0.gguf) | Q8_0 | 3.0 | fast, best quality |
+| [GGUF](https://huggingface.co/mradermacher/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B-GGUF/resolve/main/Qwen3-Shining-Valiant-Instruct-CODER-Reasoning-2.7B.f16.gguf) | f16 | 5.6 | 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.
+
+<!-- end -->