From cd83a7c3fa8e385f4e7adbcda17d1ace5f852eb6 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sun, 27 Sep 2026 06:11:18 +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/cogito-3b-GGUF Source: Original Platform --- .gitattributes | 47 ++++++++++++++++++++++++ README.md | 84 +++++++++++++++++++++++++++++++++++++++++++ cogito-3b.IQ4_XS.gguf | 3 ++ cogito-3b.Q2_K.gguf | 3 ++ cogito-3b.Q3_K_L.gguf | 3 ++ cogito-3b.Q3_K_M.gguf | 3 ++ cogito-3b.Q3_K_S.gguf | 3 ++ cogito-3b.Q4_K_M.gguf | 3 ++ cogito-3b.Q4_K_S.gguf | 3 ++ cogito-3b.Q5_K_M.gguf | 3 ++ cogito-3b.Q5_K_S.gguf | 3 ++ cogito-3b.Q6_K.gguf | 3 ++ cogito-3b.Q8_0.gguf | 3 ++ cogito-3b.f16.gguf | 3 ++ 14 files changed, 167 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 cogito-3b.IQ4_XS.gguf create mode 100644 cogito-3b.Q2_K.gguf create mode 100644 cogito-3b.Q3_K_L.gguf create mode 100644 cogito-3b.Q3_K_M.gguf create mode 100644 cogito-3b.Q3_K_S.gguf create mode 100644 cogito-3b.Q4_K_M.gguf create mode 100644 cogito-3b.Q4_K_S.gguf create mode 100644 cogito-3b.Q5_K_M.gguf create mode 100644 cogito-3b.Q5_K_S.gguf create mode 100644 cogito-3b.Q6_K.gguf create mode 100644 cogito-3b.Q8_0.gguf create mode 100644 cogito-3b.f16.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a7188e9 --- /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 +cogito-3b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +cogito-3b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +cogito-3b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +cogito-3b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +cogito-3b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +cogito-3b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +cogito-3b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +cogito-3b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +cogito-3b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +cogito-3b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +cogito-3b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +cogito-3b.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..8c1504b --- /dev/null +++ b/README.md @@ -0,0 +1,84 @@ +--- +base_model: Bluebox85033/cogito-3b +datasets: +- openai/gsm8k +- HuggingFaceH4/MATH-500 +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- reasoning +- grpo +- reinforcement-learning +- rlvr +- r1-zero +- countdown +- math +- qwen2 +--- +## About + + + + + + + + + +static quants of https://huggingface.co/Bluebox85033/cogito-3b + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#cogito-3b-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/cogito-3b-GGUF/resolve/main/cogito-3b.Q2_K.gguf) | Q2_K | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/cogito-3b-GGUF/resolve/main/cogito-3b.Q3_K_S.gguf) | Q3_K_S | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/cogito-3b-GGUF/resolve/main/cogito-3b.Q3_K_M.gguf) | Q3_K_M | 1.7 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/cogito-3b-GGUF/resolve/main/cogito-3b.Q3_K_L.gguf) | Q3_K_L | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/cogito-3b-GGUF/resolve/main/cogito-3b.IQ4_XS.gguf) | IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/cogito-3b-GGUF/resolve/main/cogito-3b.Q4_K_S.gguf) | Q4_K_S | 1.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/cogito-3b-GGUF/resolve/main/cogito-3b.Q4_K_M.gguf) | Q4_K_M | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/cogito-3b-GGUF/resolve/main/cogito-3b.Q5_K_S.gguf) | Q5_K_S | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/cogito-3b-GGUF/resolve/main/cogito-3b.Q5_K_M.gguf) | Q5_K_M | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/cogito-3b-GGUF/resolve/main/cogito-3b.Q6_K.gguf) | Q6_K | 2.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/cogito-3b-GGUF/resolve/main/cogito-3b.Q8_0.gguf) | Q8_0 | 3.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/cogito-3b-GGUF/resolve/main/cogito-3b.f16.gguf) | f16 | 6.3 | 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. + + diff --git a/cogito-3b.IQ4_XS.gguf b/cogito-3b.IQ4_XS.gguf new file mode 100644 index 0000000..d85a26b --- /dev/null +++ b/cogito-3b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a34ef966f345bb76e0642f52618e7690a9e8b82cb37626630a3c7e337ccec7a +size 1753185792 diff --git a/cogito-3b.Q2_K.gguf b/cogito-3b.Q2_K.gguf new file mode 100644 index 0000000..3079763 --- /dev/null +++ b/cogito-3b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f44e4485185054d294c58f17fb2f8fc439402f568aba5cd5849a49961fd681dc +size 1274756608 diff --git a/cogito-3b.Q3_K_L.gguf b/cogito-3b.Q3_K_L.gguf new file mode 100644 index 0000000..d0dccae --- /dev/null +++ b/cogito-3b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f251b4e3b5090db5559a0663567f16babd2fded286435fc9c3751b73dab835c0 +size 1707392512 diff --git a/cogito-3b.Q3_K_M.gguf b/cogito-3b.Q3_K_M.gguf new file mode 100644 index 0000000..2c18b38 --- /dev/null +++ b/cogito-3b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5bd4d971db63694c1107bbe227fe7de65f97e806db937a181d9b64b63b33005d +size 1590476288 diff --git a/cogito-3b.Q3_K_S.gguf b/cogito-3b.Q3_K_S.gguf new file mode 100644 index 0000000..02e2fa8 --- /dev/null +++ b/cogito-3b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fff97cb9022797290f644c471bbfb4872546ab7284d4a76e6840642b21ff8fe6 +size 1454358016 diff --git a/cogito-3b.Q4_K_M.gguf b/cogito-3b.Q4_K_M.gguf new file mode 100644 index 0000000..488fa50 --- /dev/null +++ b/cogito-3b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:229ed5812bae9ac32cd8088c3ef7877e6d88e2435893a33a6bf636091546e34e +size 1929903616 diff --git a/cogito-3b.Q4_K_S.gguf b/cogito-3b.Q4_K_S.gguf new file mode 100644 index 0000000..0b7e2fc --- /dev/null +++ b/cogito-3b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:65a08a9446ae9dc85a8770fca4bf4df3c8a5ce4886c8df45d4cb4023d0f00e3b +size 1834384896 diff --git a/cogito-3b.Q5_K_M.gguf b/cogito-3b.Q5_K_M.gguf new file mode 100644 index 0000000..ed8aa04 --- /dev/null +++ b/cogito-3b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0a84e966fe75c89e03fbedae2e61de2ba520218e8264f963c912ef12f64dac33 +size 2224815616 diff --git a/cogito-3b.Q5_K_S.gguf b/cogito-3b.Q5_K_S.gguf new file mode 100644 index 0000000..e221a10 --- /dev/null +++ b/cogito-3b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6a0fc1a52e9b28daea89d87722cea7b30dbaa3532484ec42d5f7e39a8968a086 +size 2169667072 diff --git a/cogito-3b.Q6_K.gguf b/cogito-3b.Q6_K.gguf new file mode 100644 index 0000000..94d1937 --- /dev/null +++ b/cogito-3b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a9d195c5b84f00d6b2bb3ca35bce5c5606c0d7bc16693abe9f9c144989d796b +size 2538159616 diff --git a/cogito-3b.Q8_0.gguf b/cogito-3b.Q8_0.gguf new file mode 100644 index 0000000..09c09dd --- /dev/null +++ b/cogito-3b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a786a9100012e41092101e6f907761d7323bd626c477373dc7d14786d96e44a7 +size 3285476864 diff --git a/cogito-3b.f16.gguf b/cogito-3b.f16.gguf new file mode 100644 index 0000000..d89d49a --- /dev/null +++ b/cogito-3b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b653cf67292fb414a0fd4eff480f82b9e4bf8284ec53f84fb015f5b2f04094ec +size 6178317824