commit e0475c48029a4df25447b42ca138c965933853b9 Author: ModelHub XC Date: Sun Apr 19 18:01:12 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Nexari-Qwen-3B-Full-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..8be0ae0 --- /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 +Nexari-Qwen-3B-Full.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Nexari-Qwen-3B-Full.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Nexari-Qwen-3B-Full.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Nexari-Qwen-3B-Full.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Nexari-Qwen-3B-Full.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Nexari-Qwen-3B-Full.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Nexari-Qwen-3B-Full.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Nexari-Qwen-3B-Full.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Nexari-Qwen-3B-Full.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Nexari-Qwen-3B-Full.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Nexari-Qwen-3B-Full.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Nexari-Qwen-3B-Full.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Nexari-Qwen-3B-Full.IQ4_XS.gguf b/Nexari-Qwen-3B-Full.IQ4_XS.gguf new file mode 100644 index 0000000..c4041c0 --- /dev/null +++ b/Nexari-Qwen-3B-Full.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d9247244615d17cd560087e7b324793ef754624a5e5eea2cdf4bbe5e754d26ae +size 1753187584 diff --git a/Nexari-Qwen-3B-Full.Q2_K.gguf b/Nexari-Qwen-3B-Full.Q2_K.gguf new file mode 100644 index 0000000..6ef684f --- /dev/null +++ b/Nexari-Qwen-3B-Full.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9bba35022f181f23e2a75671af58ab19de26885d7af8216291c230226bedac05 +size 1274758400 diff --git a/Nexari-Qwen-3B-Full.Q3_K_L.gguf b/Nexari-Qwen-3B-Full.Q3_K_L.gguf new file mode 100644 index 0000000..3e60b4e --- /dev/null +++ b/Nexari-Qwen-3B-Full.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:50207db8d5f0a4c2885c8ec263df7c1509027de7e6dc037c2ad0f62e4c7a130e +size 1707394304 diff --git a/Nexari-Qwen-3B-Full.Q3_K_M.gguf b/Nexari-Qwen-3B-Full.Q3_K_M.gguf new file mode 100644 index 0000000..3d28f0c --- /dev/null +++ b/Nexari-Qwen-3B-Full.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0d98c465c94b1a90063ad5932ae4c68fe9e8c9c3ce5df1173835ebd13b77fe2 +size 1590478080 diff --git a/Nexari-Qwen-3B-Full.Q3_K_S.gguf b/Nexari-Qwen-3B-Full.Q3_K_S.gguf new file mode 100644 index 0000000..7298254 --- /dev/null +++ b/Nexari-Qwen-3B-Full.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e7b54933e25a1b2385d368cbd459e3df659035e5529783d4b3ee0073df9ac78b +size 1454359808 diff --git a/Nexari-Qwen-3B-Full.Q4_K_M.gguf b/Nexari-Qwen-3B-Full.Q4_K_M.gguf new file mode 100644 index 0000000..21090a9 --- /dev/null +++ b/Nexari-Qwen-3B-Full.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:70eb223227ffde0d40610be3565dc4a7b56d42bea828ecf69782826d4126b8f1 +size 1929905408 diff --git a/Nexari-Qwen-3B-Full.Q4_K_S.gguf b/Nexari-Qwen-3B-Full.Q4_K_S.gguf new file mode 100644 index 0000000..a0a4b43 --- /dev/null +++ b/Nexari-Qwen-3B-Full.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:45cbb35ce34b72d8d5593e9669f30203c0bfb951c084c292f9fa36271311e2a4 +size 1834386688 diff --git a/Nexari-Qwen-3B-Full.Q5_K_M.gguf b/Nexari-Qwen-3B-Full.Q5_K_M.gguf new file mode 100644 index 0000000..7f51bd3 --- /dev/null +++ b/Nexari-Qwen-3B-Full.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:648eed483c6793799614f1babc2ba6fc84530795296849b463a8d9e8cd83a86b +size 2224817408 diff --git a/Nexari-Qwen-3B-Full.Q5_K_S.gguf b/Nexari-Qwen-3B-Full.Q5_K_S.gguf new file mode 100644 index 0000000..854f35f --- /dev/null +++ b/Nexari-Qwen-3B-Full.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:65d338e77f85c2797333d847e2f95079317a922c511e2fecaea4473aec476dfb +size 2169668864 diff --git a/Nexari-Qwen-3B-Full.Q6_K.gguf b/Nexari-Qwen-3B-Full.Q6_K.gguf new file mode 100644 index 0000000..bc08d3d --- /dev/null +++ b/Nexari-Qwen-3B-Full.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bdc014db09b034e6730228a69e484eff4745b4010e25180b4718b08e8e1af83e +size 2538161408 diff --git a/Nexari-Qwen-3B-Full.Q8_0.gguf b/Nexari-Qwen-3B-Full.Q8_0.gguf new file mode 100644 index 0000000..711bb66 --- /dev/null +++ b/Nexari-Qwen-3B-Full.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d9436ce2bcc1dd62a7a941c896cc1bf9a35fceb7ac4ecc43a7ddbe4803e11ad +size 3285478656 diff --git a/Nexari-Qwen-3B-Full.f16.gguf b/Nexari-Qwen-3B-Full.f16.gguf new file mode 100644 index 0000000..b6c76b9 --- /dev/null +++ b/Nexari-Qwen-3B-Full.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:24d975e011c87837cf4f0d870c555d8d6633626b357fd3aac96549623198ae15 +size 6178319616 diff --git a/README.md b/README.md new file mode 100644 index 0000000..0003722 --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: Nexari-Research/Nexari-Qwen-3B-Full +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/Nexari-Research/Nexari-Qwen-3B-Full + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Nexari-Qwen-3B-Full-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Nexari-Qwen-3B-Full-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/Nexari-Qwen-3B-Full-GGUF/resolve/main/Nexari-Qwen-3B-Full.Q2_K.gguf) | Q2_K | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/Nexari-Qwen-3B-Full-GGUF/resolve/main/Nexari-Qwen-3B-Full.Q3_K_S.gguf) | Q3_K_S | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/Nexari-Qwen-3B-Full-GGUF/resolve/main/Nexari-Qwen-3B-Full.Q3_K_M.gguf) | Q3_K_M | 1.7 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Nexari-Qwen-3B-Full-GGUF/resolve/main/Nexari-Qwen-3B-Full.Q3_K_L.gguf) | Q3_K_L | 1.8 | | +| [GGUF](https://huggingface.co/mradermacher/Nexari-Qwen-3B-Full-GGUF/resolve/main/Nexari-Qwen-3B-Full.IQ4_XS.gguf) | IQ4_XS | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/Nexari-Qwen-3B-Full-GGUF/resolve/main/Nexari-Qwen-3B-Full.Q4_K_S.gguf) | Q4_K_S | 1.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Nexari-Qwen-3B-Full-GGUF/resolve/main/Nexari-Qwen-3B-Full.Q4_K_M.gguf) | Q4_K_M | 2.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Nexari-Qwen-3B-Full-GGUF/resolve/main/Nexari-Qwen-3B-Full.Q5_K_S.gguf) | Q5_K_S | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/Nexari-Qwen-3B-Full-GGUF/resolve/main/Nexari-Qwen-3B-Full.Q5_K_M.gguf) | Q5_K_M | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/Nexari-Qwen-3B-Full-GGUF/resolve/main/Nexari-Qwen-3B-Full.Q6_K.gguf) | Q6_K | 2.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Nexari-Qwen-3B-Full-GGUF/resolve/main/Nexari-Qwen-3B-Full.Q8_0.gguf) | Q8_0 | 3.4 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Nexari-Qwen-3B-Full-GGUF/resolve/main/Nexari-Qwen-3B-Full.f16.gguf) | f16 | 6.3 | 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. + +