commit 1559fe5372346e23d01ef3401fed9cef84998f2f Author: ModelHub XC Date: Sun Jun 14 10:34:15 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/virtuoso-lite-tensopolis-v2-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..fa1bef6 --- /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 +virtuoso-lite-tensopolis-v2.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +virtuoso-lite-tensopolis-v2.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +virtuoso-lite-tensopolis-v2.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +virtuoso-lite-tensopolis-v2.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +virtuoso-lite-tensopolis-v2.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +virtuoso-lite-tensopolis-v2.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +virtuoso-lite-tensopolis-v2.f16.gguf filter=lfs diff=lfs merge=lfs -text +virtuoso-lite-tensopolis-v2.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +virtuoso-lite-tensopolis-v2.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +virtuoso-lite-tensopolis-v2.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +virtuoso-lite-tensopolis-v2.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +virtuoso-lite-tensopolis-v2.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..20c7464 --- /dev/null +++ b/README.md @@ -0,0 +1,67 @@ +--- +base_model: tensopolis/virtuoso-lite-tensopolis-v2 +language: +- en +library_name: transformers +license: other +license_name: falcon-llm-license +quantized_by: mradermacher +tags: +- falcon3 +--- +## About + + + + + + +static quants of https://huggingface.co/tensopolis/virtuoso-lite-tensopolis-v2 + + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/virtuoso-lite-tensopolis-v2-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/virtuoso-lite-tensopolis-v2-GGUF/resolve/main/virtuoso-lite-tensopolis-v2.Q2_K.gguf) | Q2_K | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/virtuoso-lite-tensopolis-v2-GGUF/resolve/main/virtuoso-lite-tensopolis-v2.Q3_K_S.gguf) | Q3_K_S | 4.7 | | +| [GGUF](https://huggingface.co/mradermacher/virtuoso-lite-tensopolis-v2-GGUF/resolve/main/virtuoso-lite-tensopolis-v2.Q3_K_M.gguf) | Q3_K_M | 5.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/virtuoso-lite-tensopolis-v2-GGUF/resolve/main/virtuoso-lite-tensopolis-v2.Q3_K_L.gguf) | Q3_K_L | 5.6 | | +| [GGUF](https://huggingface.co/mradermacher/virtuoso-lite-tensopolis-v2-GGUF/resolve/main/virtuoso-lite-tensopolis-v2.IQ4_XS.gguf) | IQ4_XS | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/virtuoso-lite-tensopolis-v2-GGUF/resolve/main/virtuoso-lite-tensopolis-v2.Q4_K_S.gguf) | Q4_K_S | 6.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/virtuoso-lite-tensopolis-v2-GGUF/resolve/main/virtuoso-lite-tensopolis-v2.Q4_K_M.gguf) | Q4_K_M | 6.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/virtuoso-lite-tensopolis-v2-GGUF/resolve/main/virtuoso-lite-tensopolis-v2.Q5_K_S.gguf) | Q5_K_S | 7.2 | | +| [GGUF](https://huggingface.co/mradermacher/virtuoso-lite-tensopolis-v2-GGUF/resolve/main/virtuoso-lite-tensopolis-v2.Q5_K_M.gguf) | Q5_K_M | 7.4 | | +| [GGUF](https://huggingface.co/mradermacher/virtuoso-lite-tensopolis-v2-GGUF/resolve/main/virtuoso-lite-tensopolis-v2.Q6_K.gguf) | Q6_K | 8.6 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/virtuoso-lite-tensopolis-v2-GGUF/resolve/main/virtuoso-lite-tensopolis-v2.Q8_0.gguf) | Q8_0 | 11.1 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/virtuoso-lite-tensopolis-v2-GGUF/resolve/main/virtuoso-lite-tensopolis-v2.f16.gguf) | f16 | 20.7 | 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/virtuoso-lite-tensopolis-v2.IQ4_XS.gguf b/virtuoso-lite-tensopolis-v2.IQ4_XS.gguf new file mode 100644 index 0000000..332b4d0 --- /dev/null +++ b/virtuoso-lite-tensopolis-v2.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1127417737529dfbb4415d14a1dc7505e3f784b2daa96fba258b24fc6f192cd0 +size 5652182816 diff --git a/virtuoso-lite-tensopolis-v2.Q2_K.gguf b/virtuoso-lite-tensopolis-v2.Q2_K.gguf new file mode 100644 index 0000000..5e5ec3d --- /dev/null +++ b/virtuoso-lite-tensopolis-v2.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:282ad1da3c443b65746c10ae9c5e3b0e91acad7823713b369119405961140f82 +size 3924047648 diff --git a/virtuoso-lite-tensopolis-v2.Q3_K_L.gguf b/virtuoso-lite-tensopolis-v2.Q3_K_L.gguf new file mode 100644 index 0000000..b6a9748 --- /dev/null +++ b/virtuoso-lite-tensopolis-v2.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c8a7730f8db0abdaaa02a1dac022814a170be3235bf1bb80c0e1cd341021e9c9 +size 5450807072 diff --git a/virtuoso-lite-tensopolis-v2.Q3_K_M.gguf b/virtuoso-lite-tensopolis-v2.Q3_K_M.gguf new file mode 100644 index 0000000..92bf101 --- /dev/null +++ b/virtuoso-lite-tensopolis-v2.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:50431dc02f767ea9fd15412cf6153045bdd0e4d2f4b1b96a8944103b8ec635d0 +size 5052479264 diff --git a/virtuoso-lite-tensopolis-v2.Q3_K_S.gguf b/virtuoso-lite-tensopolis-v2.Q3_K_S.gguf new file mode 100644 index 0000000..d455b3d --- /dev/null +++ b/virtuoso-lite-tensopolis-v2.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dadfd084329f749f4f05be90e136a89d8162ae52fcab12e8fc209b6b9eec0c7f +size 4591138592 diff --git a/virtuoso-lite-tensopolis-v2.Q4_K_M.gguf b/virtuoso-lite-tensopolis-v2.Q4_K_M.gguf new file mode 100644 index 0000000..6cbee92 --- /dev/null +++ b/virtuoso-lite-tensopolis-v2.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bcd916b9a675ef0be9bed15f61da1e6f810aa37a6d406003f1f11d7d03e94f84 +size 6287521568 diff --git a/virtuoso-lite-tensopolis-v2.Q4_K_S.gguf b/virtuoso-lite-tensopolis-v2.Q4_K_S.gguf new file mode 100644 index 0000000..c226242 --- /dev/null +++ b/virtuoso-lite-tensopolis-v2.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:582032aceb8445e39bf6e7ba5a358f8153ca59665660b9901704a1afbf9a34cc +size 5952157472 diff --git a/virtuoso-lite-tensopolis-v2.Q5_K_M.gguf b/virtuoso-lite-tensopolis-v2.Q5_K_M.gguf new file mode 100644 index 0000000..371f8b6 --- /dev/null +++ b/virtuoso-lite-tensopolis-v2.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e3120bbeaf9b4907be580310510a78ccdc4d88c06f2dafd5b96551acd3640ac +size 7340554016 diff --git a/virtuoso-lite-tensopolis-v2.Q5_K_S.gguf b/virtuoso-lite-tensopolis-v2.Q5_K_S.gguf new file mode 100644 index 0000000..fa5037a --- /dev/null +++ b/virtuoso-lite-tensopolis-v2.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0525d6fdeed2aab1adea7ae954622d2975ef4a00c0cb925f3da4220f0e60a43a +size 7144191776 diff --git a/virtuoso-lite-tensopolis-v2.Q6_K.gguf b/virtuoso-lite-tensopolis-v2.Q6_K.gguf new file mode 100644 index 0000000..0bdb634 --- /dev/null +++ b/virtuoso-lite-tensopolis-v2.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:375167b44b5dcb2033f48bd31c3b544a37ed93570352870e0674fe7be293f4a3 +size 8459400992 diff --git a/virtuoso-lite-tensopolis-v2.Q8_0.gguf b/virtuoso-lite-tensopolis-v2.Q8_0.gguf new file mode 100644 index 0000000..6b0e852 --- /dev/null +++ b/virtuoso-lite-tensopolis-v2.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:995f95649b55d960e792e4008b3dc70dfb97442654d25fbd1e5d1fdbc2cc7e58 +size 10955241248 diff --git a/virtuoso-lite-tensopolis-v2.f16.gguf b/virtuoso-lite-tensopolis-v2.f16.gguf new file mode 100644 index 0000000..7a489d8 --- /dev/null +++ b/virtuoso-lite-tensopolis-v2.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85113332ca5b69ad1909c49d670cfee46305e70c464d516bc48cb0a52cdd2a77 +size 20616558368