commit 77754908db51fb82465d63afd5487633eb01af0b Author: ModelHub XC Date: Thu Jun 18 14:17:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/ReasoningCore-1B-T1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..d27dcdc --- /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 +ReasoningCore-1B-T1.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-1B-T1.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-1B-T1.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-1B-T1.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-1B-T1.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-1B-T1.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-1B-T1.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-1B-T1.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-1B-T1.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-1B-T1.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-1B-T1.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +ReasoningCore-1B-T1.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..f111513 --- /dev/null +++ b/README.md @@ -0,0 +1,70 @@ +--- +base_model: EpistemeAI/ReasoningCore-1B-T1 +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- llama +- trl +--- +## About + + + + + + +static quants of https://huggingface.co/EpistemeAI/ReasoningCore-1B-T1 + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/ReasoningCore-1B-T1-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/ReasoningCore-1B-T1-GGUF/resolve/main/ReasoningCore-1B-T1.Q2_K.gguf) | Q2_K | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-1B-T1-GGUF/resolve/main/ReasoningCore-1B-T1.Q3_K_S.gguf) | Q3_K_S | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-1B-T1-GGUF/resolve/main/ReasoningCore-1B-T1.Q3_K_M.gguf) | Q3_K_M | 0.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-1B-T1-GGUF/resolve/main/ReasoningCore-1B-T1.Q3_K_L.gguf) | Q3_K_L | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-1B-T1-GGUF/resolve/main/ReasoningCore-1B-T1.IQ4_XS.gguf) | IQ4_XS | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-1B-T1-GGUF/resolve/main/ReasoningCore-1B-T1.Q4_K_S.gguf) | Q4_K_S | 0.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-1B-T1-GGUF/resolve/main/ReasoningCore-1B-T1.Q4_K_M.gguf) | Q4_K_M | 0.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-1B-T1-GGUF/resolve/main/ReasoningCore-1B-T1.Q5_K_S.gguf) | Q5_K_S | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-1B-T1-GGUF/resolve/main/ReasoningCore-1B-T1.Q5_K_M.gguf) | Q5_K_M | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-1B-T1-GGUF/resolve/main/ReasoningCore-1B-T1.Q6_K.gguf) | Q6_K | 1.1 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-1B-T1-GGUF/resolve/main/ReasoningCore-1B-T1.Q8_0.gguf) | Q8_0 | 1.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/ReasoningCore-1B-T1-GGUF/resolve/main/ReasoningCore-1B-T1.f16.gguf) | f16 | 2.6 | 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. 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/ReasoningCore-1B-T1.IQ4_XS.gguf b/ReasoningCore-1B-T1.IQ4_XS.gguf new file mode 100644 index 0000000..8ce3e3f --- /dev/null +++ b/ReasoningCore-1B-T1.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6fa8f961d57f4201c748f9d10ee6e2f6cda62d359cfaf9c0fe0e9e1c1152a0e3 +size 748390400 diff --git a/ReasoningCore-1B-T1.Q2_K.gguf b/ReasoningCore-1B-T1.Q2_K.gguf new file mode 100644 index 0000000..ded3222 --- /dev/null +++ b/ReasoningCore-1B-T1.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4ed53d6a7742ca6191bf5a8f092b851ff4eb34475451e765ac53c6a6258faa24 +size 580880384 diff --git a/ReasoningCore-1B-T1.Q3_K_L.gguf b/ReasoningCore-1B-T1.Q3_K_L.gguf new file mode 100644 index 0000000..31231d1 --- /dev/null +++ b/ReasoningCore-1B-T1.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:545688d688be1d14873764b333d6e3c962087e19c345dca6ee4b5591957c6a2c +size 732530688 diff --git a/ReasoningCore-1B-T1.Q3_K_M.gguf b/ReasoningCore-1B-T1.Q3_K_M.gguf new file mode 100644 index 0000000..b1f26c4 --- /dev/null +++ b/ReasoningCore-1B-T1.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:50db53b8f0c81593f8e33e1e93cacf0cb338f629593888850dd914134b0a60a7 +size 690849792 diff --git a/ReasoningCore-1B-T1.Q3_K_S.gguf b/ReasoningCore-1B-T1.Q3_K_S.gguf new file mode 100644 index 0000000..64cf166 --- /dev/null +++ b/ReasoningCore-1B-T1.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46f8fec33a7744489938abf60fae8235dc30e53b049d8e2fa6cce00c34f3bc09 +size 641697792 diff --git a/ReasoningCore-1B-T1.Q4_K_M.gguf b/ReasoningCore-1B-T1.Q4_K_M.gguf new file mode 100644 index 0000000..badd1ea --- /dev/null +++ b/ReasoningCore-1B-T1.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ed5b88df092cb7bb2daf6bce0bd9e109bfda2f173c973f0318a09a755f924b0 +size 807700480 diff --git a/ReasoningCore-1B-T1.Q4_K_S.gguf b/ReasoningCore-1B-T1.Q4_K_S.gguf new file mode 100644 index 0000000..3098b7c --- /dev/null +++ b/ReasoningCore-1B-T1.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e22bf91e3ec01455352e4a523fbe3c577233e31db4ed6e7a20884731f95a3834 +size 775653376 diff --git a/ReasoningCore-1B-T1.Q5_K_M.gguf b/ReasoningCore-1B-T1.Q5_K_M.gguf new file mode 100644 index 0000000..f0ec6c1 --- /dev/null +++ b/ReasoningCore-1B-T1.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2df3e8784375a53794d3c4d66fb9fc9b95dd1bd605e0a0446c3390d6839f3628 +size 911509504 diff --git a/ReasoningCore-1B-T1.Q5_K_S.gguf b/ReasoningCore-1B-T1.Q5_K_S.gguf new file mode 100644 index 0000000..f63a1a2 --- /dev/null +++ b/ReasoningCore-1B-T1.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:65027f56b9cbead2b71058c0d0d6f403bcd343fdf7dad21118b0242535a09d5b +size 892569600 diff --git a/ReasoningCore-1B-T1.Q6_K.gguf b/ReasoningCore-1B-T1.Q6_K.gguf new file mode 100644 index 0000000..0e560b2 --- /dev/null +++ b/ReasoningCore-1B-T1.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6b6b2cab8a5183c50f11fadeae01c1bd0adb353179d8c1fb0d1c3f8e069b3899 +size 1021806592 diff --git a/ReasoningCore-1B-T1.Q8_0.gguf b/ReasoningCore-1B-T1.Q8_0.gguf new file mode 100644 index 0000000..b1ada10 --- /dev/null +++ b/ReasoningCore-1B-T1.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:63a04fb74aa4f25c232c2574e6ded987bc2025cc863a00567ebc86b01bef1ebc +size 1321089024 diff --git a/ReasoningCore-1B-T1.f16.gguf b/ReasoningCore-1B-T1.f16.gguf new file mode 100644 index 0000000..73aaaf6 --- /dev/null +++ b/ReasoningCore-1B-T1.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e6c48b79f8cd1d10d8cacde3eb64bf25b56c72870c74db7d3d237242d227a6f3 +size 2479601664