commit 65fc6227e0dd518b241561efd31f2631370ff499 Author: ModelHub XC Date: Tue Jul 7 10:46:15 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Astra-v1-12B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..81d97ea --- /dev/null +++ b/.gitattributes @@ -0,0 +1,46 @@ +*.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 +Astra-v1-12B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Astra-v1-12B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Astra-v1-12B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Astra-v1-12B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Astra-v1-12B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Astra-v1-12B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Astra-v1-12B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Astra-v1-12B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Astra-v1-12B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Astra-v1-12B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Astra-v1-12B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Astra-v1-12B.IQ4_XS.gguf b/Astra-v1-12B.IQ4_XS.gguf new file mode 100644 index 0000000..f705a8a --- /dev/null +++ b/Astra-v1-12B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7de3bf664cab611b951bba29847e7f36b8d109268a9edd9c36747be9cd2edfc0 +size 6800054208 diff --git a/Astra-v1-12B.Q2_K.gguf b/Astra-v1-12B.Q2_K.gguf new file mode 100644 index 0000000..cfbf0dc --- /dev/null +++ b/Astra-v1-12B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:621addb5ae258dcb739c6e8204f4fc894bad8a127484e2095f8f470b7a5c1504 +size 4791048128 diff --git a/Astra-v1-12B.Q3_K_L.gguf b/Astra-v1-12B.Q3_K_L.gguf new file mode 100644 index 0000000..4f43b95 --- /dev/null +++ b/Astra-v1-12B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cf7a86c41fd995c07a786a1b98403a4d9b630c04b387138f1dc1aea2201f5aea +size 6561503168 diff --git a/Astra-v1-12B.Q3_K_M.gguf b/Astra-v1-12B.Q3_K_M.gguf new file mode 100644 index 0000000..b6e674b --- /dev/null +++ b/Astra-v1-12B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e428f6864bb1fd1341ae10bd1b29d90344fa945dee06a9ed0822a7a2c5f1bc0 +size 6083090368 diff --git a/Astra-v1-12B.Q3_K_S.gguf b/Astra-v1-12B.Q3_K_S.gguf new file mode 100644 index 0000000..6ad5934 --- /dev/null +++ b/Astra-v1-12B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d861819ef5b4e00787dd67832c5e52f53b08ed9d9d9d4f350f81a887bf6f1c91 +size 5534226368 diff --git a/Astra-v1-12B.Q4_K_M.gguf b/Astra-v1-12B.Q4_K_M.gguf new file mode 100644 index 0000000..f74dbaf --- /dev/null +++ b/Astra-v1-12B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c0c7a08051ec1390be1476bb8c31144be3756a075f5dce20014efdc6ec7c034 +size 7477204928 diff --git a/Astra-v1-12B.Q4_K_S.gguf b/Astra-v1-12B.Q4_K_S.gguf new file mode 100644 index 0000000..33f10e9 --- /dev/null +++ b/Astra-v1-12B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ccc4b33224df524865cba48aee83e93fe72e9044e047357de06bb6a9ed52684d +size 7120197568 diff --git a/Astra-v1-12B.Q5_K_M.gguf b/Astra-v1-12B.Q5_K_M.gguf new file mode 100644 index 0000000..1baa2df --- /dev/null +++ b/Astra-v1-12B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:40b72d58048ddc6e6e35e8137cd5a41d624af01d2480d04945ae459e5e84df71 +size 8727631808 diff --git a/Astra-v1-12B.Q5_K_S.gguf b/Astra-v1-12B.Q5_K_S.gguf new file mode 100644 index 0000000..9db9597 --- /dev/null +++ b/Astra-v1-12B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d20e510fa4ba58411333d01856ba148b37a27e7d4c066858f32dd5b5beeec2e0 +size 8518735808 diff --git a/Astra-v1-12B.Q6_K.gguf b/Astra-v1-12B.Q6_K.gguf new file mode 100644 index 0000000..19c28f0 --- /dev/null +++ b/Astra-v1-12B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6511a5afaa26fb74029e6ca73d2686a01941c9a8580a8b621924c00192252238 +size 10056210368 diff --git a/Astra-v1-12B.Q8_0.gguf b/Astra-v1-12B.Q8_0.gguf new file mode 100644 index 0000000..aaf633c --- /dev/null +++ b/Astra-v1-12B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:21d72eef798d4f08e87960eca37af0dea3e583937b002306e7dee7e9e0321535 +size 13022369728 diff --git a/README.md b/README.md new file mode 100644 index 0000000..b7d2a69 --- /dev/null +++ b/README.md @@ -0,0 +1,67 @@ +--- +base_model: P0x0/Astra-v1-12B +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- general-purpose +- text-generation +- Eval Results +--- +## About + + + + + + +static quants of https://huggingface.co/P0x0/Astra-v1-12B + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Astra-v1-12B-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/Astra-v1-12B-GGUF/resolve/main/Astra-v1-12B.Q2_K.gguf) | Q2_K | 4.9 | | +| [GGUF](https://huggingface.co/mradermacher/Astra-v1-12B-GGUF/resolve/main/Astra-v1-12B.Q3_K_S.gguf) | Q3_K_S | 5.6 | | +| [GGUF](https://huggingface.co/mradermacher/Astra-v1-12B-GGUF/resolve/main/Astra-v1-12B.Q3_K_M.gguf) | Q3_K_M | 6.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Astra-v1-12B-GGUF/resolve/main/Astra-v1-12B.Q3_K_L.gguf) | Q3_K_L | 6.7 | | +| [GGUF](https://huggingface.co/mradermacher/Astra-v1-12B-GGUF/resolve/main/Astra-v1-12B.IQ4_XS.gguf) | IQ4_XS | 6.9 | | +| [GGUF](https://huggingface.co/mradermacher/Astra-v1-12B-GGUF/resolve/main/Astra-v1-12B.Q4_K_S.gguf) | Q4_K_S | 7.2 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Astra-v1-12B-GGUF/resolve/main/Astra-v1-12B.Q4_K_M.gguf) | Q4_K_M | 7.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Astra-v1-12B-GGUF/resolve/main/Astra-v1-12B.Q5_K_S.gguf) | Q5_K_S | 8.6 | | +| [GGUF](https://huggingface.co/mradermacher/Astra-v1-12B-GGUF/resolve/main/Astra-v1-12B.Q5_K_M.gguf) | Q5_K_M | 8.8 | | +| [GGUF](https://huggingface.co/mradermacher/Astra-v1-12B-GGUF/resolve/main/Astra-v1-12B.Q6_K.gguf) | Q6_K | 10.2 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Astra-v1-12B-GGUF/resolve/main/Astra-v1-12B.Q8_0.gguf) | Q8_0 | 13.1 | fast, best quality | + +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. + +