commit 6bed3fd188aa1fb0740bca5a57a382dab614579a Author: ModelHub XC Date: Tue Jul 28 17:18:11 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/layer-skip-vanill-3.2-1b-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..c38aac9 --- /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 +layer-skip-vanill-3.2-1b.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +layer-skip-vanill-3.2-1b.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +layer-skip-vanill-3.2-1b.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +layer-skip-vanill-3.2-1b.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +layer-skip-vanill-3.2-1b.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +layer-skip-vanill-3.2-1b.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +layer-skip-vanill-3.2-1b.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +layer-skip-vanill-3.2-1b.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +layer-skip-vanill-3.2-1b.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +layer-skip-vanill-3.2-1b.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +layer-skip-vanill-3.2-1b.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +layer-skip-vanill-3.2-1b.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..64039ac --- /dev/null +++ b/README.md @@ -0,0 +1,64 @@ +--- +base_model: ariG23498/layer-skip-vanill-3.2-1b +language: +- en +library_name: transformers +quantized_by: mradermacher +tags: [] +--- +## About + + + + + + +static quants of https://huggingface.co/ariG23498/layer-skip-vanill-3.2-1b + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/layer-skip-vanill-3.2-1b-i1-GGUF +## 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/layer-skip-vanill-3.2-1b-GGUF/resolve/main/layer-skip-vanill-3.2-1b.Q2_K.gguf) | Q2_K | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/layer-skip-vanill-3.2-1b-GGUF/resolve/main/layer-skip-vanill-3.2-1b.Q3_K_S.gguf) | Q3_K_S | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/layer-skip-vanill-3.2-1b-GGUF/resolve/main/layer-skip-vanill-3.2-1b.Q3_K_M.gguf) | Q3_K_M | 0.8 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/layer-skip-vanill-3.2-1b-GGUF/resolve/main/layer-skip-vanill-3.2-1b.Q3_K_L.gguf) | Q3_K_L | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/layer-skip-vanill-3.2-1b-GGUF/resolve/main/layer-skip-vanill-3.2-1b.IQ4_XS.gguf) | IQ4_XS | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/layer-skip-vanill-3.2-1b-GGUF/resolve/main/layer-skip-vanill-3.2-1b.Q4_K_S.gguf) | Q4_K_S | 0.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/layer-skip-vanill-3.2-1b-GGUF/resolve/main/layer-skip-vanill-3.2-1b.Q4_K_M.gguf) | Q4_K_M | 0.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/layer-skip-vanill-3.2-1b-GGUF/resolve/main/layer-skip-vanill-3.2-1b.Q5_K_S.gguf) | Q5_K_S | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/layer-skip-vanill-3.2-1b-GGUF/resolve/main/layer-skip-vanill-3.2-1b.Q5_K_M.gguf) | Q5_K_M | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/layer-skip-vanill-3.2-1b-GGUF/resolve/main/layer-skip-vanill-3.2-1b.Q6_K.gguf) | Q6_K | 1.1 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/layer-skip-vanill-3.2-1b-GGUF/resolve/main/layer-skip-vanill-3.2-1b.Q8_0.gguf) | Q8_0 | 1.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/layer-skip-vanill-3.2-1b-GGUF/resolve/main/layer-skip-vanill-3.2-1b.f16.gguf) | f16 | 2.6 | 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. + + diff --git a/layer-skip-vanill-3.2-1b.IQ4_XS.gguf b/layer-skip-vanill-3.2-1b.IQ4_XS.gguf new file mode 100644 index 0000000..a323c9e --- /dev/null +++ b/layer-skip-vanill-3.2-1b.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5acacacd131bbd426f1e9e0b61dde03f04f57f57d4a7625bd9d1e384cf4fa6bb +size 748380448 diff --git a/layer-skip-vanill-3.2-1b.Q2_K.gguf b/layer-skip-vanill-3.2-1b.Q2_K.gguf new file mode 100644 index 0000000..b873aa4 --- /dev/null +++ b/layer-skip-vanill-3.2-1b.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da78921205e233bad3f7532cbf93b8e88f2671d1a793d77449a64fb16db7be6f +size 580870432 diff --git a/layer-skip-vanill-3.2-1b.Q3_K_L.gguf b/layer-skip-vanill-3.2-1b.Q3_K_L.gguf new file mode 100644 index 0000000..769faa1 --- /dev/null +++ b/layer-skip-vanill-3.2-1b.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a9ae7f0034ee808ed7f04ee98e9cf8b4fc66fd9a005d9539d5ed22950cd1ee6 +size 732520736 diff --git a/layer-skip-vanill-3.2-1b.Q3_K_M.gguf b/layer-skip-vanill-3.2-1b.Q3_K_M.gguf new file mode 100644 index 0000000..bc0cfb7 --- /dev/null +++ b/layer-skip-vanill-3.2-1b.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:95c15380f3ef5b18a210ee91ffefd1958e8356534672f8fec318bf2a0b6458f0 +size 690839840 diff --git a/layer-skip-vanill-3.2-1b.Q3_K_S.gguf b/layer-skip-vanill-3.2-1b.Q3_K_S.gguf new file mode 100644 index 0000000..016ce1b --- /dev/null +++ b/layer-skip-vanill-3.2-1b.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:479133ecbd13570f34b7e9ebfc15727467db4477e36baf7b3e7857653b8808b4 +size 641687840 diff --git a/layer-skip-vanill-3.2-1b.Q4_K_M.gguf b/layer-skip-vanill-3.2-1b.Q4_K_M.gguf new file mode 100644 index 0000000..2876760 --- /dev/null +++ b/layer-skip-vanill-3.2-1b.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:40e4bd836802a25f7c3629a7d3f15798ff6ca12e016d4c8e573118defa22a9c8 +size 807690528 diff --git a/layer-skip-vanill-3.2-1b.Q4_K_S.gguf b/layer-skip-vanill-3.2-1b.Q4_K_S.gguf new file mode 100644 index 0000000..2a414fa --- /dev/null +++ b/layer-skip-vanill-3.2-1b.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f9a9eb25e7f27a84b89da915dd3670dc4cf53904fa8c07db269a76cf123839aa +size 775643424 diff --git a/layer-skip-vanill-3.2-1b.Q5_K_M.gguf b/layer-skip-vanill-3.2-1b.Q5_K_M.gguf new file mode 100644 index 0000000..30c0e1c --- /dev/null +++ b/layer-skip-vanill-3.2-1b.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2021d93e55d4dac20a3c367598f6a32c8b0a6e8b57c213ac1a512d71fc792f16 +size 911499552 diff --git a/layer-skip-vanill-3.2-1b.Q5_K_S.gguf b/layer-skip-vanill-3.2-1b.Q5_K_S.gguf new file mode 100644 index 0000000..8065948 --- /dev/null +++ b/layer-skip-vanill-3.2-1b.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:25ff6c9e32522323743045c17fbcca248c23c773861ce243d412fba5e8d22694 +size 892559648 diff --git a/layer-skip-vanill-3.2-1b.Q6_K.gguf b/layer-skip-vanill-3.2-1b.Q6_K.gguf new file mode 100644 index 0000000..8aa8874 --- /dev/null +++ b/layer-skip-vanill-3.2-1b.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:21483ea6214400af19fe97de7c9b692195c5c49ad705b3dc397c022a56dd2d6f +size 1021796640 diff --git a/layer-skip-vanill-3.2-1b.Q8_0.gguf b/layer-skip-vanill-3.2-1b.Q8_0.gguf new file mode 100644 index 0000000..93858f1 --- /dev/null +++ b/layer-skip-vanill-3.2-1b.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:523a46cc456dae231fadd38d5f95d12be9bf7cc3ac991d642f5e87b2d97507ea +size 1321079072 diff --git a/layer-skip-vanill-3.2-1b.f16.gguf b/layer-skip-vanill-3.2-1b.f16.gguf new file mode 100644 index 0000000..a957663 --- /dev/null +++ b/layer-skip-vanill-3.2-1b.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1ef2ae91e121d898ea87df2383e2cec90a91e446f07701f2a94884700ecf1b6c +size 2479591712