commit fe556a33303d7ab9fd176a79620e0682568b54ee Author: ModelHub XC Date: Thu Oct 22 15:01:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Reasoning-175M-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..e078674 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,47 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +Reasoning-175M.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Reasoning-175M.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Reasoning-175M.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Reasoning-175M.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Reasoning-175M.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Reasoning-175M.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Reasoning-175M.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Reasoning-175M.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Reasoning-175M.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Reasoning-175M.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Reasoning-175M.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Reasoning-175M.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..17b6360 --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: KingNish/Reasoning-175M +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- llama +- trl +- sft +--- +## About + + + + + + +static quants of https://huggingface.co/KingNish/Reasoning-175M + + +weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. +## 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/Reasoning-175M-GGUF/resolve/main/Reasoning-175M.Q2_K.gguf) | Q2_K | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-175M-GGUF/resolve/main/Reasoning-175M.Q3_K_S.gguf) | Q3_K_S | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-175M-GGUF/resolve/main/Reasoning-175M.IQ4_XS.gguf) | IQ4_XS | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-175M-GGUF/resolve/main/Reasoning-175M.Q3_K_M.gguf) | Q3_K_M | 0.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-175M-GGUF/resolve/main/Reasoning-175M.Q3_K_L.gguf) | Q3_K_L | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-175M-GGUF/resolve/main/Reasoning-175M.Q4_K_S.gguf) | Q4_K_S | 0.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-175M-GGUF/resolve/main/Reasoning-175M.Q4_K_M.gguf) | Q4_K_M | 0.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-175M-GGUF/resolve/main/Reasoning-175M.Q5_K_S.gguf) | Q5_K_S | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-175M-GGUF/resolve/main/Reasoning-175M.Q5_K_M.gguf) | Q5_K_M | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-175M-GGUF/resolve/main/Reasoning-175M.Q6_K.gguf) | Q6_K | 0.2 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-175M-GGUF/resolve/main/Reasoning-175M.Q8_0.gguf) | Q8_0 | 0.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Reasoning-175M-GGUF/resolve/main/Reasoning-175M.f16.gguf) | f16 | 0.4 | 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. 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/Reasoning-175M.IQ4_XS.gguf b/Reasoning-175M.IQ4_XS.gguf new file mode 100644 index 0000000..87cf5d5 --- /dev/null +++ b/Reasoning-175M.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:966e6ebc5781031fffa8c4df05bdb78111d7875d151fed08cd52cf139365c667 +size 91313056 diff --git a/Reasoning-175M.Q2_K.gguf b/Reasoning-175M.Q2_K.gguf new file mode 100644 index 0000000..76f1558 --- /dev/null +++ b/Reasoning-175M.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:adba81211f8f755aba39080befa74655ec939531c89cef7748e70a658838549e +size 88202656 diff --git a/Reasoning-175M.Q3_K_L.gguf b/Reasoning-175M.Q3_K_L.gguf new file mode 100644 index 0000000..c87a7d1 --- /dev/null +++ b/Reasoning-175M.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69beaf5809d3e8d5db2cc1c4d7f8a2de6fd7fd5829d03464a9f33e7c8094d2de +size 97533856 diff --git a/Reasoning-175M.Q3_K_M.gguf b/Reasoning-175M.Q3_K_M.gguf new file mode 100644 index 0000000..f8bedb7 --- /dev/null +++ b/Reasoning-175M.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:90725ee6a22b6dd207f7577e8b36d8e29ecdfa8775af2873f8d1f8b75a5caeed +size 93511072 diff --git a/Reasoning-175M.Q3_K_S.gguf b/Reasoning-175M.Q3_K_S.gguf new file mode 100644 index 0000000..f7b1d2e --- /dev/null +++ b/Reasoning-175M.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a620cd83125256e0a2bb16c55576d57103f239070293a1bfb5ce4fa81faf727 +size 88202656 diff --git a/Reasoning-175M.Q4_K_M.gguf b/Reasoning-175M.Q4_K_M.gguf new file mode 100644 index 0000000..c5b6a1d --- /dev/null +++ b/Reasoning-175M.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3cc4e11ddae07f88cf45ad7b841531786b261d99b032a8f0cc53c3e484558d9d +size 105455008 diff --git a/Reasoning-175M.Q4_K_S.gguf b/Reasoning-175M.Q4_K_S.gguf new file mode 100644 index 0000000..c3e302d --- /dev/null +++ b/Reasoning-175M.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:28fa945b14294cdf024ffeec50f3567b2b94f17820266f305e0257c6ba9bb561 +size 102040480 diff --git a/Reasoning-175M.Q5_K_M.gguf b/Reasoning-175M.Q5_K_M.gguf new file mode 100644 index 0000000..cb1260c --- /dev/null +++ b/Reasoning-175M.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:89d80beadc51a7eec3ce63e931c85bf9356ab4a51aa84585dcca2eb852930e44 +size 112104352 diff --git a/Reasoning-175M.Q5_K_S.gguf b/Reasoning-175M.Q5_K_S.gguf new file mode 100644 index 0000000..dde20c1 --- /dev/null +++ b/Reasoning-175M.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:21597514c7bf3b222f3e49a99dea7530343bff3b1e322f90c6416081f967d970 +size 109975456 diff --git a/Reasoning-175M.Q6_K.gguf b/Reasoning-175M.Q6_K.gguf new file mode 100644 index 0000000..129a2f9 --- /dev/null +++ b/Reasoning-175M.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63d3193e4c03442451ed00a039d022cf2c3a3e128f3300cefd3c67d280ba9214 +size 138383776 diff --git a/Reasoning-175M.Q8_0.gguf b/Reasoning-175M.Q8_0.gguf new file mode 100644 index 0000000..520d7d6 --- /dev/null +++ b/Reasoning-175M.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df6b1d454706aa2dd76cca00a90bc39411b41305acc0860203af585ce240f119 +size 144811936 diff --git a/Reasoning-175M.f16.gguf b/Reasoning-175M.f16.gguf new file mode 100644 index 0000000..cb415ad --- /dev/null +++ b/Reasoning-175M.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d3631e85455359daaeb696cbe2b88a15f5664b4c82fc402517525d0b30057faf +size 270886816