From fdf844445e7a86e0db3cb67a1671b2799862a9a9 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 13 Jun 2026 20:14:17 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: mradermacher/Graph-Preflexor-3b_08012026-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++ Graph-Preflexor-3b_08012026.IQ4_XS.gguf | 3 + Graph-Preflexor-3b_08012026.Q2_K.gguf | 3 + Graph-Preflexor-3b_08012026.Q3_K_L.gguf | 3 + Graph-Preflexor-3b_08012026.Q3_K_M.gguf | 3 + Graph-Preflexor-3b_08012026.Q3_K_S.gguf | 3 + Graph-Preflexor-3b_08012026.Q4_K_M.gguf | 3 + Graph-Preflexor-3b_08012026.Q4_K_S.gguf | 3 + Graph-Preflexor-3b_08012026.Q5_K_M.gguf | 3 + Graph-Preflexor-3b_08012026.Q5_K_S.gguf | 3 + Graph-Preflexor-3b_08012026.Q6_K.gguf | 3 + Graph-Preflexor-3b_08012026.Q8_0.gguf | 3 + Graph-Preflexor-3b_08012026.f16.gguf | 3 + README.md | 74 +++++++++++++++++++++++++ 14 files changed, 157 insertions(+) create mode 100644 .gitattributes create mode 100644 Graph-Preflexor-3b_08012026.IQ4_XS.gguf create mode 100644 Graph-Preflexor-3b_08012026.Q2_K.gguf create mode 100644 Graph-Preflexor-3b_08012026.Q3_K_L.gguf create mode 100644 Graph-Preflexor-3b_08012026.Q3_K_M.gguf create mode 100644 Graph-Preflexor-3b_08012026.Q3_K_S.gguf create mode 100644 Graph-Preflexor-3b_08012026.Q4_K_M.gguf create mode 100644 Graph-Preflexor-3b_08012026.Q4_K_S.gguf create mode 100644 Graph-Preflexor-3b_08012026.Q5_K_M.gguf create mode 100644 Graph-Preflexor-3b_08012026.Q5_K_S.gguf create mode 100644 Graph-Preflexor-3b_08012026.Q6_K.gguf create mode 100644 Graph-Preflexor-3b_08012026.Q8_0.gguf create mode 100644 Graph-Preflexor-3b_08012026.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..15d8e43 --- /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 +Graph-Preflexor-3b_08012026.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Graph-Preflexor-3b_08012026.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Graph-Preflexor-3b_08012026.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Graph-Preflexor-3b_08012026.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Graph-Preflexor-3b_08012026.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Graph-Preflexor-3b_08012026.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Graph-Preflexor-3b_08012026.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Graph-Preflexor-3b_08012026.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Graph-Preflexor-3b_08012026.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Graph-Preflexor-3b_08012026.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Graph-Preflexor-3b_08012026.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Graph-Preflexor-3b_08012026.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Graph-Preflexor-3b_08012026.IQ4_XS.gguf b/Graph-Preflexor-3b_08012026.IQ4_XS.gguf new file mode 100644 index 0000000..37239ab --- /dev/null +++ b/Graph-Preflexor-3b_08012026.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96bfb337b381c9b277ea0506e36e5458696fe3fa2c93da801d319e0627dd0ef6 +size 1840907424 diff --git a/Graph-Preflexor-3b_08012026.Q2_K.gguf b/Graph-Preflexor-3b_08012026.Q2_K.gguf new file mode 100644 index 0000000..fe2d17f --- /dev/null +++ b/Graph-Preflexor-3b_08012026.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc326720b48aeeb4cba9fa0f720a6ea3b1670c9a008e201206ffb9d02a0fdce2 +size 1363936416 diff --git a/Graph-Preflexor-3b_08012026.Q3_K_L.gguf b/Graph-Preflexor-3b_08012026.Q3_K_L.gguf new file mode 100644 index 0000000..dbac425 --- /dev/null +++ b/Graph-Preflexor-3b_08012026.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:69060363080985a0dd8bc6d4bc8f95f23f172f644af2072e27a1f3267458f570 +size 1815348384 diff --git a/Graph-Preflexor-3b_08012026.Q3_K_M.gguf b/Graph-Preflexor-3b_08012026.Q3_K_M.gguf new file mode 100644 index 0000000..5191435 --- /dev/null +++ b/Graph-Preflexor-3b_08012026.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:55629deee33ce19b612ab4a2704ae73a2dc91a85254998f2aead12cf7f775f10 +size 1687159968 diff --git a/Graph-Preflexor-3b_08012026.Q3_K_S.gguf b/Graph-Preflexor-3b_08012026.Q3_K_S.gguf new file mode 100644 index 0000000..4f92621 --- /dev/null +++ b/Graph-Preflexor-3b_08012026.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:950ba2af44f89a07530900589c9477200304949db2787adc34e8989f9eab5dfa +size 1542849696 diff --git a/Graph-Preflexor-3b_08012026.Q4_K_M.gguf b/Graph-Preflexor-3b_08012026.Q4_K_M.gguf new file mode 100644 index 0000000..a52305e --- /dev/null +++ b/Graph-Preflexor-3b_08012026.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e9751d1c54ebfdf6a0e59f0b9aeb1fc442db5bb774a08540591108a16a93e03 +size 2019378336 diff --git a/Graph-Preflexor-3b_08012026.Q4_K_S.gguf b/Graph-Preflexor-3b_08012026.Q4_K_S.gguf new file mode 100644 index 0000000..455de55 --- /dev/null +++ b/Graph-Preflexor-3b_08012026.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:739083f4d71a6ad0a4bd41a9e98b0b14ad938562c46b8b4b904dc458397f6526 +size 1928201376 diff --git a/Graph-Preflexor-3b_08012026.Q5_K_M.gguf b/Graph-Preflexor-3b_08012026.Q5_K_M.gguf new file mode 100644 index 0000000..0648c0d --- /dev/null +++ b/Graph-Preflexor-3b_08012026.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c480e46286ee1f64c6f989d40f0c43f2a25f9dd0ddd32ee258b486cf26b60bdb +size 2322154656 diff --git a/Graph-Preflexor-3b_08012026.Q5_K_S.gguf b/Graph-Preflexor-3b_08012026.Q5_K_S.gguf new file mode 100644 index 0000000..fe49776 --- /dev/null +++ b/Graph-Preflexor-3b_08012026.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ecab61fd285d52dc83be30c42c3e7fcfdf71a3e286705adad3e262f55562bce0 +size 2269512864 diff --git a/Graph-Preflexor-3b_08012026.Q6_K.gguf b/Graph-Preflexor-3b_08012026.Q6_K.gguf new file mode 100644 index 0000000..c90dec1 --- /dev/null +++ b/Graph-Preflexor-3b_08012026.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6eeb351aec80faf0e4ea6992ca42fbb1d710a7d3809b0264314ac9664ec9db9f +size 2643854496 diff --git a/Graph-Preflexor-3b_08012026.Q8_0.gguf b/Graph-Preflexor-3b_08012026.Q8_0.gguf new file mode 100644 index 0000000..70abf09 --- /dev/null +++ b/Graph-Preflexor-3b_08012026.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0e2e61ccbf03a1982f76496fe88b59315cf0fa3b87218836243169c0684e97d0 +size 3421899936 diff --git a/Graph-Preflexor-3b_08012026.f16.gguf b/Graph-Preflexor-3b_08012026.f16.gguf new file mode 100644 index 0000000..0d4ecf9 --- /dev/null +++ b/Graph-Preflexor-3b_08012026.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:14ae727c12c84d513294d194280e486bbd749ed5550f88808d630b2fbf369388 +size 6433688736 diff --git a/README.md b/README.md new file mode 100644 index 0000000..5766181 --- /dev/null +++ b/README.md @@ -0,0 +1,74 @@ +--- +base_model: lamm-mit/Graph-Preflexor-3b_08012026 +datasets: +- lamm-mit/graph_reasoning_1K +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/lamm-mit/Graph-Preflexor-3b_08012026 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Graph-Preflexor-3b_08012026-GGUF).*** + +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/Graph-Preflexor-3b_08012026-GGUF/resolve/main/Graph-Preflexor-3b_08012026.Q2_K.gguf) | Q2_K | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/Graph-Preflexor-3b_08012026-GGUF/resolve/main/Graph-Preflexor-3b_08012026.Q3_K_S.gguf) | Q3_K_S | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/Graph-Preflexor-3b_08012026-GGUF/resolve/main/Graph-Preflexor-3b_08012026.Q3_K_M.gguf) | Q3_K_M | 1.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Graph-Preflexor-3b_08012026-GGUF/resolve/main/Graph-Preflexor-3b_08012026.Q3_K_L.gguf) | Q3_K_L | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/Graph-Preflexor-3b_08012026-GGUF/resolve/main/Graph-Preflexor-3b_08012026.IQ4_XS.gguf) | IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/Graph-Preflexor-3b_08012026-GGUF/resolve/main/Graph-Preflexor-3b_08012026.Q4_K_S.gguf) | Q4_K_S | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Graph-Preflexor-3b_08012026-GGUF/resolve/main/Graph-Preflexor-3b_08012026.Q4_K_M.gguf) | Q4_K_M | 2.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Graph-Preflexor-3b_08012026-GGUF/resolve/main/Graph-Preflexor-3b_08012026.Q5_K_S.gguf) | Q5_K_S | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/Graph-Preflexor-3b_08012026-GGUF/resolve/main/Graph-Preflexor-3b_08012026.Q5_K_M.gguf) | Q5_K_M | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/Graph-Preflexor-3b_08012026-GGUF/resolve/main/Graph-Preflexor-3b_08012026.Q6_K.gguf) | Q6_K | 2.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Graph-Preflexor-3b_08012026-GGUF/resolve/main/Graph-Preflexor-3b_08012026.Q8_0.gguf) | Q8_0 | 3.5 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Graph-Preflexor-3b_08012026-GGUF/resolve/main/Graph-Preflexor-3b_08012026.f16.gguf) | f16 | 6.5 | 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. + +