commit 32eab213b6dad3e5e2fb0ddf6d3b370a05671426 Author: ModelHub XC Date: Sat Oct 10 23:17:18 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/SpydazWebAI_MiniAI_248m-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..276265f --- /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 +SpydazWebAI_MiniAI_248m.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWebAI_MiniAI_248m.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWebAI_MiniAI_248m.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWebAI_MiniAI_248m.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWebAI_MiniAI_248m.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWebAI_MiniAI_248m.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWebAI_MiniAI_248m.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWebAI_MiniAI_248m.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWebAI_MiniAI_248m.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWebAI_MiniAI_248m.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWebAI_MiniAI_248m.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +SpydazWebAI_MiniAI_248m.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..5061270 --- /dev/null +++ b/README.md @@ -0,0 +1,66 @@ +--- +base_model: LeroyDyer/SpydazWebAI_MiniAI_248m +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: +- mergekit +- merge +--- +## About + + + + + + +static quants of https://huggingface.co/LeroyDyer/SpydazWebAI_MiniAI_248m + + +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/SpydazWebAI_MiniAI_248m-GGUF/resolve/main/SpydazWebAI_MiniAI_248m.Q2_K.gguf) | Q2_K | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_MiniAI_248m-GGUF/resolve/main/SpydazWebAI_MiniAI_248m.Q3_K_S.gguf) | Q3_K_S | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_MiniAI_248m-GGUF/resolve/main/SpydazWebAI_MiniAI_248m.Q3_K_M.gguf) | Q3_K_M | 0.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_MiniAI_248m-GGUF/resolve/main/SpydazWebAI_MiniAI_248m.Q3_K_L.gguf) | Q3_K_L | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_MiniAI_248m-GGUF/resolve/main/SpydazWebAI_MiniAI_248m.IQ4_XS.gguf) | IQ4_XS | 0.2 | | +| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_MiniAI_248m-GGUF/resolve/main/SpydazWebAI_MiniAI_248m.Q4_K_S.gguf) | Q4_K_S | 0.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_MiniAI_248m-GGUF/resolve/main/SpydazWebAI_MiniAI_248m.Q4_K_M.gguf) | Q4_K_M | 0.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_MiniAI_248m-GGUF/resolve/main/SpydazWebAI_MiniAI_248m.Q5_K_S.gguf) | Q5_K_S | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_MiniAI_248m-GGUF/resolve/main/SpydazWebAI_MiniAI_248m.Q5_K_M.gguf) | Q5_K_M | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_MiniAI_248m-GGUF/resolve/main/SpydazWebAI_MiniAI_248m.Q6_K.gguf) | Q6_K | 0.3 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_MiniAI_248m-GGUF/resolve/main/SpydazWebAI_MiniAI_248m.Q8_0.gguf) | Q8_0 | 0.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/SpydazWebAI_MiniAI_248m-GGUF/resolve/main/SpydazWebAI_MiniAI_248m.f16.gguf) | f16 | 0.6 | 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. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to. + + diff --git a/SpydazWebAI_MiniAI_248m.IQ4_XS.gguf b/SpydazWebAI_MiniAI_248m.IQ4_XS.gguf new file mode 100644 index 0000000..147fe65 --- /dev/null +++ b/SpydazWebAI_MiniAI_248m.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8bc9dcdaf3d0945ee3c2c8544d6b573532b2f4074297f882c171e5ea8509915 +size 143197728 diff --git a/SpydazWebAI_MiniAI_248m.Q2_K.gguf b/SpydazWebAI_MiniAI_248m.Q2_K.gguf new file mode 100644 index 0000000..59b781d --- /dev/null +++ b/SpydazWebAI_MiniAI_248m.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41343f00df681da3c6e93decd319869541b2b4cb5c219851a2e351cb098ffe01 +size 105460256 diff --git a/SpydazWebAI_MiniAI_248m.Q3_K_L.gguf b/SpydazWebAI_MiniAI_248m.Q3_K_L.gguf new file mode 100644 index 0000000..c5832ac --- /dev/null +++ b/SpydazWebAI_MiniAI_248m.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:012ee2366f945c2f6f636d7497f958d206d865905928a3e65901c13ca5d0983b +size 137223200 diff --git a/SpydazWebAI_MiniAI_248m.Q3_K_M.gguf b/SpydazWebAI_MiniAI_248m.Q3_K_M.gguf new file mode 100644 index 0000000..d8af597 --- /dev/null +++ b/SpydazWebAI_MiniAI_248m.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eed9470e38c3d4ea623dd76f080483319e3e480552157c092ecce142b5d62dcd +size 129031200 diff --git a/SpydazWebAI_MiniAI_248m.Q3_K_S.gguf b/SpydazWebAI_MiniAI_248m.Q3_K_S.gguf new file mode 100644 index 0000000..c2d9074 --- /dev/null +++ b/SpydazWebAI_MiniAI_248m.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e745716cfdc731feae3e927ff0e65f580e434cd7d5b1e91705ce508ebf311143 +size 120192032 diff --git a/SpydazWebAI_MiniAI_248m.Q4_K_M.gguf b/SpydazWebAI_MiniAI_248m.Q4_K_M.gguf new file mode 100644 index 0000000..2674f6f --- /dev/null +++ b/SpydazWebAI_MiniAI_248m.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:60b96dabf200e1423f32c527eaf34725313b84fae079dcac42d55d8a4c6ddab3 +size 155670208 diff --git a/SpydazWebAI_MiniAI_248m.Q4_K_S.gguf b/SpydazWebAI_MiniAI_248m.Q4_K_S.gguf new file mode 100644 index 0000000..ac97061 --- /dev/null +++ b/SpydazWebAI_MiniAI_248m.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f05594a2cd0831359f25269639c86643d4e8eb826d99665d1663e8d5231c1f5a +size 149432000 diff --git a/SpydazWebAI_MiniAI_248m.Q5_K_M.gguf b/SpydazWebAI_MiniAI_248m.Q5_K_M.gguf new file mode 100644 index 0000000..31cd2dd --- /dev/null +++ b/SpydazWebAI_MiniAI_248m.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:517177a358de70d7281224ac5f1e0bb39ec73b62b9bfdb9d2d60485d4ca82529 +size 179231040 diff --git a/SpydazWebAI_MiniAI_248m.Q5_K_S.gguf b/SpydazWebAI_MiniAI_248m.Q5_K_S.gguf new file mode 100644 index 0000000..1c6e648 --- /dev/null +++ b/SpydazWebAI_MiniAI_248m.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2c6621654c88c7befc6e0ef2c068f35e8775b97dbd1751de8c23e59d6cb4c9eb +size 175679808 diff --git a/SpydazWebAI_MiniAI_248m.Q6_K.gguf b/SpydazWebAI_MiniAI_248m.Q6_K.gguf new file mode 100644 index 0000000..d854951 --- /dev/null +++ b/SpydazWebAI_MiniAI_248m.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d33cc31bc2fc6fbf9a8f5499b8fd045a58c0ff634f799def1b90b3c06e4bfaf +size 204264448 diff --git a/SpydazWebAI_MiniAI_248m.Q8_0.gguf b/SpydazWebAI_MiniAI_248m.Q8_0.gguf new file mode 100644 index 0000000..ee938f2 --- /dev/null +++ b/SpydazWebAI_MiniAI_248m.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b1f2e0752417e0cd26d695258f3e70ffbeecb773c888efd6a230c7c7a95807bb +size 264326528 diff --git a/SpydazWebAI_MiniAI_248m.f16.gguf b/SpydazWebAI_MiniAI_248m.f16.gguf new file mode 100644 index 0000000..0a0ef57 --- /dev/null +++ b/SpydazWebAI_MiniAI_248m.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db8c858664a6b45afec84ef1166a4a7b7ee378918a43def3a8e5deae0c1a345b +size 496825088