commit fe5c34f00cf7a3070acecb4d602fc5d0774dd318 Author: ModelHub XC Date: Wed Sep 23 04:53:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Cyber_assist3.2-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..cb4f1bd --- /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 +Cyber_assist3.2.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Cyber_assist3.2.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Cyber_assist3.2.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Cyber_assist3.2.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Cyber_assist3.2.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Cyber_assist3.2.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Cyber_assist3.2.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Cyber_assist3.2.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Cyber_assist3.2.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Cyber_assist3.2.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Cyber_assist3.2.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Cyber_assist3.2.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Cyber_assist3.2.IQ4_XS.gguf b/Cyber_assist3.2.IQ4_XS.gguf new file mode 100644 index 0000000..fbc24d0 --- /dev/null +++ b/Cyber_assist3.2.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eb4d7ceaf494e1898e95ced29a6623dc94c9a2e783adb0db7b5b1da7dd7fa623 +size 299191552 diff --git a/Cyber_assist3.2.Q2_K.gguf b/Cyber_assist3.2.Q2_K.gguf new file mode 100644 index 0000000..6ba56c8 --- /dev/null +++ b/Cyber_assist3.2.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0a444660159512c3fb02880fb7178a74e69c7dbfafcd7306c266aaf2187edb6d +size 247360768 diff --git a/Cyber_assist3.2.Q3_K_L.gguf b/Cyber_assist3.2.Q3_K_L.gguf new file mode 100644 index 0000000..60c115e --- /dev/null +++ b/Cyber_assist3.2.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e98bd73acc07f638ca468aedc0dbe12690e7cde0343e1e727d865406e096edd4 +size 297348352 diff --git a/Cyber_assist3.2.Q3_K_M.gguf b/Cyber_assist3.2.Q3_K_M.gguf new file mode 100644 index 0000000..52ce75b --- /dev/null +++ b/Cyber_assist3.2.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a3d35b23de37dea324eca16732695814685fefd6adc48723fac3f510a45ef16b +size 283028736 diff --git a/Cyber_assist3.2.Q3_K_S.gguf b/Cyber_assist3.2.Q3_K_S.gguf new file mode 100644 index 0000000..560910f --- /dev/null +++ b/Cyber_assist3.2.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:afea001074f367e0491d61e4238288ed79e8b6deead6ca587ff3cdbfaf5be67d +size 266530048 diff --git a/Cyber_assist3.2.Q4_K_M.gguf b/Cyber_assist3.2.Q4_K_M.gguf new file mode 100644 index 0000000..6a0b9a7 --- /dev/null +++ b/Cyber_assist3.2.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1d801893eead05476a66929b92ff3afab5ec250598d931221ff6af6000bc8542 +size 319638784 diff --git a/Cyber_assist3.2.Q4_K_S.gguf b/Cyber_assist3.2.Q4_K_S.gguf new file mode 100644 index 0000000..b43c38b --- /dev/null +++ b/Cyber_assist3.2.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b3121fa02eb7052030751a6d761573ff55a93425ec4cc14d509048fc7ce36881 +size 309079296 diff --git a/Cyber_assist3.2.Q5_K_M.gguf b/Cyber_assist3.2.Q5_K_M.gguf new file mode 100644 index 0000000..c740f5d --- /dev/null +++ b/Cyber_assist3.2.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c84013949794b80e938edadd989eae4c436fc2496d03d72868205b252c329b12 +size 352275712 diff --git a/Cyber_assist3.2.Q5_K_S.gguf b/Cyber_assist3.2.Q5_K_S.gguf new file mode 100644 index 0000000..941199e --- /dev/null +++ b/Cyber_assist3.2.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:67072f5b1fb27eb49528e6645393276b8307df442326a2a74b456ccda4f7665c +size 346008832 diff --git a/Cyber_assist3.2.Q6_K.gguf b/Cyber_assist3.2.Q6_K.gguf new file mode 100644 index 0000000..35bffce --- /dev/null +++ b/Cyber_assist3.2.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2aebc3fc76c65b694e5d576da52e37d99165e792cdc4eaebae91659fb4a233d8 +size 386952448 diff --git a/Cyber_assist3.2.Q8_0.gguf b/Cyber_assist3.2.Q8_0.gguf new file mode 100644 index 0000000..fb6d1e8 --- /dev/null +++ b/Cyber_assist3.2.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2bcbd08d07cacbde56f597513c2e21a6ea9c77c6b8c62cd56db3ee33404c22be +size 499294464 diff --git a/Cyber_assist3.2.f16.gguf b/Cyber_assist3.2.f16.gguf new file mode 100644 index 0000000..b61e083 --- /dev/null +++ b/Cyber_assist3.2.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:05412a0579815ecf6f204a6f986734e2aec09a84b449e592bd3fca2c348ec957 +size 934166784 diff --git a/README.md b/README.md new file mode 100644 index 0000000..add9e99 --- /dev/null +++ b/README.md @@ -0,0 +1,64 @@ +--- +base_model: Zardian/Cyber_assist3.2 +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: [] +--- +## About + + + + + + +static quants of https://huggingface.co/Zardian/Cyber_assist3.2 + + +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/Cyber_assist3.2-GGUF/resolve/main/Cyber_assist3.2.Q2_K.gguf) | Q2_K | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/Cyber_assist3.2-GGUF/resolve/main/Cyber_assist3.2.Q3_K_S.gguf) | Q3_K_S | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/Cyber_assist3.2-GGUF/resolve/main/Cyber_assist3.2.Q3_K_M.gguf) | Q3_K_M | 0.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Cyber_assist3.2-GGUF/resolve/main/Cyber_assist3.2.Q3_K_L.gguf) | Q3_K_L | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/Cyber_assist3.2-GGUF/resolve/main/Cyber_assist3.2.IQ4_XS.gguf) | IQ4_XS | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/Cyber_assist3.2-GGUF/resolve/main/Cyber_assist3.2.Q4_K_S.gguf) | Q4_K_S | 0.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Cyber_assist3.2-GGUF/resolve/main/Cyber_assist3.2.Q4_K_M.gguf) | Q4_K_M | 0.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Cyber_assist3.2-GGUF/resolve/main/Cyber_assist3.2.Q5_K_S.gguf) | Q5_K_S | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/Cyber_assist3.2-GGUF/resolve/main/Cyber_assist3.2.Q5_K_M.gguf) | Q5_K_M | 0.5 | | +| [GGUF](https://huggingface.co/mradermacher/Cyber_assist3.2-GGUF/resolve/main/Cyber_assist3.2.Q6_K.gguf) | Q6_K | 0.5 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Cyber_assist3.2-GGUF/resolve/main/Cyber_assist3.2.Q8_0.gguf) | Q8_0 | 0.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Cyber_assist3.2-GGUF/resolve/main/Cyber_assist3.2.f16.gguf) | f16 | 1.0 | 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. + +