commit 975251591dd6291f6ac02de0ce182a8af7b7894d Author: ModelHub XC Date: Thu Jun 11 09:14:16 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/knullAi_v2-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..6f94f1f --- /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 +knullAi_v2.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +knullAi_v2.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +knullAi_v2.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +knullAi_v2.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +knullAi_v2.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +knullAi_v2.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +knullAi_v2.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +knullAi_v2.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +knullAi_v2.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +knullAi_v2.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +knullAi_v2.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +knullAi_v2.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..da715b8 --- /dev/null +++ b/README.md @@ -0,0 +1,67 @@ +--- +base_model: Rawkney/knullAi_v2 +language: en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- arxiv +- research-papers +- text-generation +--- +## About + + + + + + +static quants of https://huggingface.co/Rawkney/knullAi_v2 + + +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/knullAi_v2-GGUF/resolve/main/knullAi_v2.Q2_K.gguf) | Q2_K | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/knullAi_v2-GGUF/resolve/main/knullAi_v2.Q3_K_S.gguf) | Q3_K_S | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/knullAi_v2-GGUF/resolve/main/knullAi_v2.Q3_K_M.gguf) | Q3_K_M | 0.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/knullAi_v2-GGUF/resolve/main/knullAi_v2.Q3_K_L.gguf) | Q3_K_L | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/knullAi_v2-GGUF/resolve/main/knullAi_v2.IQ4_XS.gguf) | IQ4_XS | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/knullAi_v2-GGUF/resolve/main/knullAi_v2.Q4_K_S.gguf) | Q4_K_S | 0.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/knullAi_v2-GGUF/resolve/main/knullAi_v2.Q4_K_M.gguf) | Q4_K_M | 0.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/knullAi_v2-GGUF/resolve/main/knullAi_v2.Q5_K_S.gguf) | Q5_K_S | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/knullAi_v2-GGUF/resolve/main/knullAi_v2.Q5_K_M.gguf) | Q5_K_M | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/knullAi_v2-GGUF/resolve/main/knullAi_v2.Q6_K.gguf) | Q6_K | 0.2 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/knullAi_v2-GGUF/resolve/main/knullAi_v2.Q8_0.gguf) | Q8_0 | 0.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/knullAi_v2-GGUF/resolve/main/knullAi_v2.f16.gguf) | f16 | 0.4 | 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/knullAi_v2.IQ4_XS.gguf b/knullAi_v2.IQ4_XS.gguf new file mode 100644 index 0000000..70bf445 --- /dev/null +++ b/knullAi_v2.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85b1e71e4de240eb5698e029a7118a3acdc02e98f3a8a899a2d87b0dd54ae2ca +size 103063936 diff --git a/knullAi_v2.Q2_K.gguf b/knullAi_v2.Q2_K.gguf new file mode 100644 index 0000000..523b5e2 --- /dev/null +++ b/knullAi_v2.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a343903313713c57576f0a1415c0ca68d470540f1b51a7fcecc346e6f1d2134c +size 81197088 diff --git a/knullAi_v2.Q3_K_L.gguf b/knullAi_v2.Q3_K_L.gguf new file mode 100644 index 0000000..91c8355 --- /dev/null +++ b/knullAi_v2.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0378c35d1a1e28cb6540bde65882ebdc9cda75e04294db206c7e3ffe015b9f5 +size 102093024 diff --git a/knullAi_v2.Q3_K_M.gguf b/knullAi_v2.Q3_K_M.gguf new file mode 100644 index 0000000..214fd09 --- /dev/null +++ b/knullAi_v2.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ba5dc0dfc2a541a1934f0fcf082750c4b7b5add87a83b536d261ee17dd76c7df +size 97669344 diff --git a/knullAi_v2.Q3_K_S.gguf b/knullAi_v2.Q3_K_S.gguf new file mode 100644 index 0000000..7864c82 --- /dev/null +++ b/knullAi_v2.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:75a0bb7c170cb9d79682557743f7bbc835272162d201f9b7e9fc5506fcc05157 +size 90149088 diff --git a/knullAi_v2.Q4_K_M.gguf b/knullAi_v2.Q4_K_M.gguf new file mode 100644 index 0000000..8eab1b7 --- /dev/null +++ b/knullAi_v2.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:279a837550030cf9f1e417275a51108a1651295a5fdda110acf2e202dbbe5451 +size 112859424 diff --git a/knullAi_v2.Q4_K_S.gguf b/knullAi_v2.Q4_K_S.gguf new file mode 100644 index 0000000..3ae8455 --- /dev/null +++ b/knullAi_v2.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:84a1a93356cdb4aabf0125cf7286a2889588abf9efd7f531c47cd75cea94248b +size 106850592 diff --git a/knullAi_v2.Q5_K_M.gguf b/knullAi_v2.Q5_K_M.gguf new file mode 100644 index 0000000..5e258c1 --- /dev/null +++ b/knullAi_v2.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:841f4b809ec8aa53b88b2625fce4d7a7bbd8a23edaeebfc6486f72991d2e589b +size 126697344 diff --git a/knullAi_v2.Q5_K_S.gguf b/knullAi_v2.Q5_K_S.gguf new file mode 100644 index 0000000..55deb3c --- /dev/null +++ b/knullAi_v2.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8844ec1c9fa26e9f2b8b7e56509e75c2b492dcd7e5b8feda21e6062f4f0c0952 +size 121997184 diff --git a/knullAi_v2.Q6_K.gguf b/knullAi_v2.Q6_K.gguf new file mode 100644 index 0000000..90b3a70 --- /dev/null +++ b/knullAi_v2.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02c2b78e812e4e092a0a2fcf43c8ebcc1d43a9a40d43636d633a331bb4fa9ed4 +size 138403776 diff --git a/knullAi_v2.Q8_0.gguf b/knullAi_v2.Q8_0.gguf new file mode 100644 index 0000000..b7c4285 --- /dev/null +++ b/knullAi_v2.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3d0793d67f45c158ca1be6463e94a2f2beae2e99fedf9f5ce7b40dc4e3f42050 +size 177669504 diff --git a/knullAi_v2.f16.gguf b/knullAi_v2.f16.gguf new file mode 100644 index 0000000..b7b87ad --- /dev/null +++ b/knullAi_v2.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c534614f13c02a85b909aa273e8e9cfecf36706fd6740949c5cb90d6221abf2 +size 329665792