From 7d11cd4b68607c11058a727fbb3f21ac5b0d81ef Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 26 Jun 2026 15:34:16 +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/Atem-4B-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++++++++ Atem-4B.IQ4_XS.gguf | 3 ++ Atem-4B.Q2_K.gguf | 3 ++ Atem-4B.Q3_K_L.gguf | 3 ++ Atem-4B.Q3_K_M.gguf | 3 ++ Atem-4B.Q3_K_S.gguf | 3 ++ Atem-4B.Q4_K_M.gguf | 3 ++ Atem-4B.Q4_K_S.gguf | 3 ++ Atem-4B.Q5_K_M.gguf | 3 ++ Atem-4B.Q5_K_S.gguf | 3 ++ Atem-4B.Q6_K.gguf | 3 ++ Atem-4B.Q8_0.gguf | 3 ++ Atem-4B.f16.gguf | 3 ++ README.md | 88 +++++++++++++++++++++++++++++++++++++++++++++ 14 files changed, 171 insertions(+) create mode 100644 .gitattributes create mode 100644 Atem-4B.IQ4_XS.gguf create mode 100644 Atem-4B.Q2_K.gguf create mode 100644 Atem-4B.Q3_K_L.gguf create mode 100644 Atem-4B.Q3_K_M.gguf create mode 100644 Atem-4B.Q3_K_S.gguf create mode 100644 Atem-4B.Q4_K_M.gguf create mode 100644 Atem-4B.Q4_K_S.gguf create mode 100644 Atem-4B.Q5_K_M.gguf create mode 100644 Atem-4B.Q5_K_S.gguf create mode 100644 Atem-4B.Q6_K.gguf create mode 100644 Atem-4B.Q8_0.gguf create mode 100644 Atem-4B.f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..d0debdc --- /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 +Atem-4B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Atem-4B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Atem-4B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Atem-4B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Atem-4B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Atem-4B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Atem-4B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Atem-4B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Atem-4B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Atem-4B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Atem-4B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Atem-4B.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Atem-4B.IQ4_XS.gguf b/Atem-4B.IQ4_XS.gguf new file mode 100644 index 0000000..936aa90 --- /dev/null +++ b/Atem-4B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9f8d03a238032951af27857dbf4baf16f2a6b51a9be39af0db0fb80fad973cca +size 2286319584 diff --git a/Atem-4B.Q2_K.gguf b/Atem-4B.Q2_K.gguf new file mode 100644 index 0000000..1262c48 --- /dev/null +++ b/Atem-4B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ee2ce8cdc4193726764be87858778a9b149c35d0ca77999749ae1f618ecfff14 +size 1669502944 diff --git a/Atem-4B.Q3_K_L.gguf b/Atem-4B.Q3_K_L.gguf new file mode 100644 index 0000000..50f1020 --- /dev/null +++ b/Atem-4B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:00e7cd6c2dd5b680e978855fda9d85153999f6865f2deaeef7c56a0f20409c14 +size 2239789024 diff --git a/Atem-4B.Q3_K_M.gguf b/Atem-4B.Q3_K_M.gguf new file mode 100644 index 0000000..062b7ab --- /dev/null +++ b/Atem-4B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:700c0ce3ee2469d34bd4d83aea0d34a7ce8993ec107f91079be65c3261e6db67 +size 2075621344 diff --git a/Atem-4B.Q3_K_S.gguf b/Atem-4B.Q3_K_S.gguf new file mode 100644 index 0000000..35577e6 --- /dev/null +++ b/Atem-4B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bf2868183787651d581d2f79ac5d83f21050ce0f61bbfbab97d45449a2459190 +size 1887000544 diff --git a/Atem-4B.Q4_K_M.gguf b/Atem-4B.Q4_K_M.gguf new file mode 100644 index 0000000..a8429e2 --- /dev/null +++ b/Atem-4B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b52aa0c411e16c4e10ea71493fec3dfb4990d9d36d97fab351d8ee3f96bac3f1 +size 2497284064 diff --git a/Atem-4B.Q4_K_S.gguf b/Atem-4B.Q4_K_S.gguf new file mode 100644 index 0000000..cbd6b78 --- /dev/null +++ b/Atem-4B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:260f73f9446b9990208b5f54fab2a6eb8ab713e205c1dcd68975b9655f2f4452 +size 2383312864 diff --git a/Atem-4B.Q5_K_M.gguf b/Atem-4B.Q5_K_M.gguf new file mode 100644 index 0000000..c542c75 --- /dev/null +++ b/Atem-4B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dc4b67a7b2b6652b272e4b3f87d4b90ef65ffb0a2cbe36dd0aad3cfd17cdcec0 +size 2889517024 diff --git a/Atem-4B.Q5_K_S.gguf b/Atem-4B.Q5_K_S.gguf new file mode 100644 index 0000000..a4f026a --- /dev/null +++ b/Atem-4B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b288b3a2dcdffcfe44ba9440e076f20a46a1ba2e0a7ed94b90e71b3b2cda24be +size 2823714784 diff --git a/Atem-4B.Q6_K.gguf b/Atem-4B.Q6_K.gguf new file mode 100644 index 0000000..35c7972 --- /dev/null +++ b/Atem-4B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:08dc19fff7d7c05f705088ac619319698e9ae9b752e9ae4b8095a428bb25cc48 +size 3306264544 diff --git a/Atem-4B.Q8_0.gguf b/Atem-4B.Q8_0.gguf new file mode 100644 index 0000000..b73b48e --- /dev/null +++ b/Atem-4B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6734dfc57cd9e256a1edc47c99e73d1f8152d12ddfb7dfb88db977fa50e5ac8b +size 4280408544 diff --git a/Atem-4B.f16.gguf b/Atem-4B.f16.gguf new file mode 100644 index 0000000..52f3010 --- /dev/null +++ b/Atem-4B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:45da0c93df9b7c7d73449cee5b3fd134630b3539d9c40cda9eb9adbf2550fe2e +size 8051288544 diff --git a/README.md b/README.md new file mode 100644 index 0000000..47c11dc --- /dev/null +++ b/README.md @@ -0,0 +1,88 @@ +--- +base_model: EphAsad/Atem-4B +datasets: +- mitroitskii/OpenR1-Math-220k-formatted +- Jackrong/Claude-opus-4.6-TraceInversion-9000x +- Jackrong/Kimi-K2.5-Reasoning-1M-Cleaned +- WithinUsAI/MiniMax_M2.7_Distilled_5k +- FreedomIntelligence/medical-o1-reasoning-SFT +- Modotte/CodeX-2M-Thinking +- trjxter/DeepSeek-V4-Pro-Reasoning-8000x +- nvidia/OpenCodeReasoning +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- unsloth +- lora +- qwen3 +- reasoning +- distillation +- chain-of-thought +--- +## About + + + + + + + + + +static quants of https://huggingface.co/EphAsad/Atem-4B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Atem-4B-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Atem-4B-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/Atem-4B-GGUF/resolve/main/Atem-4B.Q2_K.gguf) | Q2_K | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/Atem-4B-GGUF/resolve/main/Atem-4B.Q3_K_S.gguf) | Q3_K_S | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/Atem-4B-GGUF/resolve/main/Atem-4B.Q3_K_M.gguf) | Q3_K_M | 2.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Atem-4B-GGUF/resolve/main/Atem-4B.Q3_K_L.gguf) | Q3_K_L | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/Atem-4B-GGUF/resolve/main/Atem-4B.IQ4_XS.gguf) | IQ4_XS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/Atem-4B-GGUF/resolve/main/Atem-4B.Q4_K_S.gguf) | Q4_K_S | 2.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Atem-4B-GGUF/resolve/main/Atem-4B.Q4_K_M.gguf) | Q4_K_M | 2.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Atem-4B-GGUF/resolve/main/Atem-4B.Q5_K_S.gguf) | Q5_K_S | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/Atem-4B-GGUF/resolve/main/Atem-4B.Q5_K_M.gguf) | Q5_K_M | 3.0 | | +| [GGUF](https://huggingface.co/mradermacher/Atem-4B-GGUF/resolve/main/Atem-4B.Q6_K.gguf) | Q6_K | 3.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Atem-4B-GGUF/resolve/main/Atem-4B.Q8_0.gguf) | Q8_0 | 4.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Atem-4B-GGUF/resolve/main/Atem-4B.f16.gguf) | f16 | 8.2 | 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. + +