commit 4517c23c3eab7ed5738d1c5a2b6b9715b0b39458 Author: ModelHub XC Date: Sun Jun 14 16:56:17 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/Lang2Act-7B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..c5dfff3 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,49 @@ +*.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 +Lang2Act-7B.mmproj-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Lang2Act-7B.mmproj-f16.gguf filter=lfs diff=lfs merge=lfs -text +Lang2Act-7B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Lang2Act-7B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Lang2Act-7B.f16.gguf filter=lfs diff=lfs merge=lfs -text +Lang2Act-7B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Lang2Act-7B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Lang2Act-7B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Lang2Act-7B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Lang2Act-7B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Lang2Act-7B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Lang2Act-7B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Lang2Act-7B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Lang2Act-7B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Lang2Act-7B.IQ4_XS.gguf b/Lang2Act-7B.IQ4_XS.gguf new file mode 100644 index 0000000..e9097c0 --- /dev/null +++ b/Lang2Act-7B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:427932c0cafe37b8aa6c41fd1e08c7cec7206d0c95009d492d0471d5c177bf78 +size 4250297760 diff --git a/Lang2Act-7B.Q2_K.gguf b/Lang2Act-7B.Q2_K.gguf new file mode 100644 index 0000000..b1a5702 --- /dev/null +++ b/Lang2Act-7B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b80ff82e225478f8ee6dbd1a8153b6e3803194d8989e20e1bca3d726cc724b07 +size 3015939488 diff --git a/Lang2Act-7B.Q3_K_L.gguf b/Lang2Act-7B.Q3_K_L.gguf new file mode 100644 index 0000000..b04bc32 --- /dev/null +++ b/Lang2Act-7B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c5e8b78db943c7311b39f20c42b7e07c72571bf2a7de8df5b00db283ba740e50 +size 4088458656 diff --git a/Lang2Act-7B.Q3_K_M.gguf b/Lang2Act-7B.Q3_K_M.gguf new file mode 100644 index 0000000..025b9a7 --- /dev/null +++ b/Lang2Act-7B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5fc014129a6be7f231cacc874f426c9d7aad7e928819e732e751c16832f50781 +size 3808390560 diff --git a/Lang2Act-7B.Q3_K_S.gguf b/Lang2Act-7B.Q3_K_S.gguf new file mode 100644 index 0000000..635c1ed --- /dev/null +++ b/Lang2Act-7B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0c5b712bc8d6e8391669797134d202f7f47874e9784f031e8e83c4bbc33cca4b +size 3492367776 diff --git a/Lang2Act-7B.Q4_K_M.gguf b/Lang2Act-7B.Q4_K_M.gguf new file mode 100644 index 0000000..f30a8f4 --- /dev/null +++ b/Lang2Act-7B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6d4fb50d56390e66ad96d08af1dc551fe98cd7730a5ecdc5fe101c77c109dd34 +size 4683072928 diff --git a/Lang2Act-7B.Q4_K_S.gguf b/Lang2Act-7B.Q4_K_S.gguf new file mode 100644 index 0000000..6953d50 --- /dev/null +++ b/Lang2Act-7B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1cc1add887f888163ec6abe6ad6daa680cbda658a5ec67f1855da733101ec9f4 +size 4457768352 diff --git a/Lang2Act-7B.Q5_K_M.gguf b/Lang2Act-7B.Q5_K_M.gguf new file mode 100644 index 0000000..39c72c5 --- /dev/null +++ b/Lang2Act-7B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c9535f261357c85860517b6703af8ba83b77cf679cb5410508a40018c14dc048 +size 5444830624 diff --git a/Lang2Act-7B.Q5_K_S.gguf b/Lang2Act-7B.Q5_K_S.gguf new file mode 100644 index 0000000..32dbd27 --- /dev/null +++ b/Lang2Act-7B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f0f17a1789ad975c73a9470c5cbef50c8ce45faeb7251ea0b2691bb71424a5d0 +size 5315175840 diff --git a/Lang2Act-7B.Q6_K.gguf b/Lang2Act-7B.Q6_K.gguf new file mode 100644 index 0000000..26429de --- /dev/null +++ b/Lang2Act-7B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3f26fc185080713bfd6961393d979dc715c13c4cd8bbac50e7fc7913ce0420ae +size 6254198176 diff --git a/Lang2Act-7B.Q8_0.gguf b/Lang2Act-7B.Q8_0.gguf new file mode 100644 index 0000000..959ee5a --- /dev/null +++ b/Lang2Act-7B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5019dc4d4c661355f49fb4af7070131dfca1156d5054e42e72650e1440263c4b +size 8098524576 diff --git a/Lang2Act-7B.f16.gguf b/Lang2Act-7B.f16.gguf new file mode 100644 index 0000000..4658e4e --- /dev/null +++ b/Lang2Act-7B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b8c92c2d5317ea430707c1eab2d0fa24e138e51a2350fd7f58a0bb965cbc37d3 +size 15237852576 diff --git a/Lang2Act-7B.mmproj-Q8_0.gguf b/Lang2Act-7B.mmproj-Q8_0.gguf new file mode 100644 index 0000000..6ecb961 --- /dev/null +++ b/Lang2Act-7B.mmproj-Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:59b6824f71430e6e90b077f7e98bb6c341083957d91472991c7567d5ed218d39 +size 856130752 diff --git a/Lang2Act-7B.mmproj-f16.gguf b/Lang2Act-7B.mmproj-f16.gguf new file mode 100644 index 0000000..4516dae --- /dev/null +++ b/Lang2Act-7B.mmproj-f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:913f2f7eaa29332119e9298ad890dc5f93e59141842bf2c094f91f31ad5571a7 +size 1354163392 diff --git a/README.md b/README.md new file mode 100644 index 0000000..49ed209 --- /dev/null +++ b/README.md @@ -0,0 +1,76 @@ +--- +base_model: xiongyq/Lang2Act-7B +datasets: +- xiongyq/Lang2Act-Train +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/xiongyq/Lang2Act-7B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Lang2Act-7B-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Lang2Act-7B-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/Lang2Act-7B-GGUF/resolve/main/Lang2Act-7B.mmproj-Q8_0.gguf) | mmproj-Q8_0 | 1.0 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/Lang2Act-7B-GGUF/resolve/main/Lang2Act-7B.mmproj-f16.gguf) | mmproj-f16 | 1.5 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/Lang2Act-7B-GGUF/resolve/main/Lang2Act-7B.Q2_K.gguf) | Q2_K | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/Lang2Act-7B-GGUF/resolve/main/Lang2Act-7B.Q3_K_S.gguf) | Q3_K_S | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/Lang2Act-7B-GGUF/resolve/main/Lang2Act-7B.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Lang2Act-7B-GGUF/resolve/main/Lang2Act-7B.Q3_K_L.gguf) | Q3_K_L | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/Lang2Act-7B-GGUF/resolve/main/Lang2Act-7B.IQ4_XS.gguf) | IQ4_XS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/Lang2Act-7B-GGUF/resolve/main/Lang2Act-7B.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Lang2Act-7B-GGUF/resolve/main/Lang2Act-7B.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Lang2Act-7B-GGUF/resolve/main/Lang2Act-7B.Q5_K_S.gguf) | Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/Lang2Act-7B-GGUF/resolve/main/Lang2Act-7B.Q5_K_M.gguf) | Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/Lang2Act-7B-GGUF/resolve/main/Lang2Act-7B.Q6_K.gguf) | Q6_K | 6.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Lang2Act-7B-GGUF/resolve/main/Lang2Act-7B.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Lang2Act-7B-GGUF/resolve/main/Lang2Act-7B.f16.gguf) | f16 | 15.3 | 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. + +