commit 6faede3d67dbe19f296f8336849f55b4562bac4a Author: ModelHub XC Date: Sat Jul 4 06:06:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/OpenCognito-r2-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..b1a4ceb --- /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 +OpenCognito-r2.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +OpenCognito-r2.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +OpenCognito-r2.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +OpenCognito-r2.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +OpenCognito-r2.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +OpenCognito-r2.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +OpenCognito-r2.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +OpenCognito-r2.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +OpenCognito-r2.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +OpenCognito-r2.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +OpenCognito-r2.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +OpenCognito-r2.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/OpenCognito-r2.IQ4_XS.gguf b/OpenCognito-r2.IQ4_XS.gguf new file mode 100644 index 0000000..c588fbe --- /dev/null +++ b/OpenCognito-r2.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:16ae464a2814492303de5ff43bc728eb55d28ed9e8420fe9b3c7f332d650c7b8 +size 1753185728 diff --git a/OpenCognito-r2.Q2_K.gguf b/OpenCognito-r2.Q2_K.gguf new file mode 100644 index 0000000..f2678ac --- /dev/null +++ b/OpenCognito-r2.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9cb9b4f97235ddfcfa3388340893870eec0e6acf0fd759d8b433d17c0f2fc233 +size 1274756544 diff --git a/OpenCognito-r2.Q3_K_L.gguf b/OpenCognito-r2.Q3_K_L.gguf new file mode 100644 index 0000000..489dd32 --- /dev/null +++ b/OpenCognito-r2.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:70ebee837ad141ae280eac4f245571f0baf02ff9fb06c03572e7106e7adc274b +size 1707392448 diff --git a/OpenCognito-r2.Q3_K_M.gguf b/OpenCognito-r2.Q3_K_M.gguf new file mode 100644 index 0000000..af1b9db --- /dev/null +++ b/OpenCognito-r2.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:64df055ab23865d4dacc19c6fb63002493306021883e2dbb630ad80d6d61a531 +size 1590476224 diff --git a/OpenCognito-r2.Q3_K_S.gguf b/OpenCognito-r2.Q3_K_S.gguf new file mode 100644 index 0000000..0dace40 --- /dev/null +++ b/OpenCognito-r2.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a5bb493a076d1ebf1504748c7c3449496026216636e78110945c8b2a850c0f0 +size 1454357952 diff --git a/OpenCognito-r2.Q4_K_M.gguf b/OpenCognito-r2.Q4_K_M.gguf new file mode 100644 index 0000000..48b516e --- /dev/null +++ b/OpenCognito-r2.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f80212fd6d2fe46212492f63d67f3a5e9cb1eb1da0e0e9c060f9cc89b1198bf6 +size 1929903552 diff --git a/OpenCognito-r2.Q4_K_S.gguf b/OpenCognito-r2.Q4_K_S.gguf new file mode 100644 index 0000000..646dbe3 --- /dev/null +++ b/OpenCognito-r2.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c97e6d48f99fb085c5afcc06f0387612001c3a3ade4fe58cef0da41a3a25e68 +size 1834384832 diff --git a/OpenCognito-r2.Q5_K_M.gguf b/OpenCognito-r2.Q5_K_M.gguf new file mode 100644 index 0000000..166bd56 --- /dev/null +++ b/OpenCognito-r2.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aced69f0377ec598cd7e4e645cc9ce8e6af923c129f8ddc95315baa59a884ec1 +size 2224815552 diff --git a/OpenCognito-r2.Q5_K_S.gguf b/OpenCognito-r2.Q5_K_S.gguf new file mode 100644 index 0000000..4e55ade --- /dev/null +++ b/OpenCognito-r2.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7cf234a05b986762320aeeb3eccf56d3d7dffdad3ee0e5661982c63543888cb7 +size 2169667008 diff --git a/OpenCognito-r2.Q6_K.gguf b/OpenCognito-r2.Q6_K.gguf new file mode 100644 index 0000000..96d62e9 --- /dev/null +++ b/OpenCognito-r2.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0d691e558c240f1c3122365e7ea6baf5a21760309a18b3e21528f7cb8bd50c9c +size 2538159552 diff --git a/OpenCognito-r2.Q8_0.gguf b/OpenCognito-r2.Q8_0.gguf new file mode 100644 index 0000000..59400d6 --- /dev/null +++ b/OpenCognito-r2.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7fe0430a3627db6306b8f5411b69e73a61dcd178d6bb885dee49cf97749edfb4 +size 3285476800 diff --git a/OpenCognito-r2.f16.gguf b/OpenCognito-r2.f16.gguf new file mode 100644 index 0000000..ddf44cb --- /dev/null +++ b/OpenCognito-r2.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:879cf65d0551209900d05b0d6be392254903d0fcec127b421deb3d45fbd700ce +size 6178317760 diff --git a/README.md b/README.md new file mode 100644 index 0000000..0239229 --- /dev/null +++ b/README.md @@ -0,0 +1,72 @@ +--- +base_model: mrdayl/OpenCognito-r2 +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- qwen2 +- trl +- grpo +- sft +--- +## About + + + + + + +static quants of https://huggingface.co/mrdayl/OpenCognito-r2 + + +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/OpenCognito-r2-GGUF/resolve/main/OpenCognito-r2.Q2_K.gguf) | Q2_K | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/OpenCognito-r2-GGUF/resolve/main/OpenCognito-r2.Q3_K_S.gguf) | Q3_K_S | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/OpenCognito-r2-GGUF/resolve/main/OpenCognito-r2.Q3_K_M.gguf) | Q3_K_M | 1.7 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/OpenCognito-r2-GGUF/resolve/main/OpenCognito-r2.Q3_K_L.gguf) | Q3_K_L | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/OpenCognito-r2-GGUF/resolve/main/OpenCognito-r2.IQ4_XS.gguf) | IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/OpenCognito-r2-GGUF/resolve/main/OpenCognito-r2.Q4_K_S.gguf) | Q4_K_S | 1.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/OpenCognito-r2-GGUF/resolve/main/OpenCognito-r2.Q4_K_M.gguf) | Q4_K_M | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/OpenCognito-r2-GGUF/resolve/main/OpenCognito-r2.Q5_K_S.gguf) | Q5_K_S | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/OpenCognito-r2-GGUF/resolve/main/OpenCognito-r2.Q5_K_M.gguf) | Q5_K_M | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/OpenCognito-r2-GGUF/resolve/main/OpenCognito-r2.Q6_K.gguf) | Q6_K | 2.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/OpenCognito-r2-GGUF/resolve/main/OpenCognito-r2.Q8_0.gguf) | Q8_0 | 3.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/OpenCognito-r2-GGUF/resolve/main/OpenCognito-r2.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. + +