From ddef21c3eaaf61fca943436fc9ce4bb60665ecc5 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 9 Sep 2026 16:40:16 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: mradermacher/HalluScope-4B-GGUF Source: Original Platform --- .gitattributes | 49 ++++++++++++++++++++ HalluScope-4B.IQ4_XS.gguf | 3 ++ HalluScope-4B.Q2_K.gguf | 3 ++ HalluScope-4B.Q3_K_L.gguf | 3 ++ HalluScope-4B.Q3_K_M.gguf | 3 ++ HalluScope-4B.Q3_K_S.gguf | 3 ++ HalluScope-4B.Q4_K_M.gguf | 3 ++ HalluScope-4B.Q4_K_S.gguf | 3 ++ HalluScope-4B.Q5_K_M.gguf | 3 ++ HalluScope-4B.Q5_K_S.gguf | 3 ++ HalluScope-4B.Q6_K.gguf | 3 ++ HalluScope-4B.Q8_0.gguf | 3 ++ HalluScope-4B.f16.gguf | 3 ++ HalluScope-4B.mmproj-Q8_0.gguf | 3 ++ HalluScope-4B.mmproj-f16.gguf | 3 ++ README.md | 84 ++++++++++++++++++++++++++++++++++ 16 files changed, 175 insertions(+) create mode 100644 .gitattributes create mode 100644 HalluScope-4B.IQ4_XS.gguf create mode 100644 HalluScope-4B.Q2_K.gguf create mode 100644 HalluScope-4B.Q3_K_L.gguf create mode 100644 HalluScope-4B.Q3_K_M.gguf create mode 100644 HalluScope-4B.Q3_K_S.gguf create mode 100644 HalluScope-4B.Q4_K_M.gguf create mode 100644 HalluScope-4B.Q4_K_S.gguf create mode 100644 HalluScope-4B.Q5_K_M.gguf create mode 100644 HalluScope-4B.Q5_K_S.gguf create mode 100644 HalluScope-4B.Q6_K.gguf create mode 100644 HalluScope-4B.Q8_0.gguf create mode 100644 HalluScope-4B.f16.gguf create mode 100644 HalluScope-4B.mmproj-Q8_0.gguf create mode 100644 HalluScope-4B.mmproj-f16.gguf create mode 100644 README.md diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..4615a4b --- /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 +HalluScope-4B.mmproj-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +HalluScope-4B.mmproj-f16.gguf filter=lfs diff=lfs merge=lfs -text +HalluScope-4B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +HalluScope-4B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +HalluScope-4B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +HalluScope-4B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +HalluScope-4B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +HalluScope-4B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +HalluScope-4B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +HalluScope-4B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +HalluScope-4B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +HalluScope-4B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +HalluScope-4B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +HalluScope-4B.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/HalluScope-4B.IQ4_XS.gguf b/HalluScope-4B.IQ4_XS.gguf new file mode 100644 index 0000000..8ab4ee2 --- /dev/null +++ b/HalluScope-4B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ac4e0561a3964ff3836d2b6dbef943c9efd8c30116c078eac5ec762b7f579b37 +size 2492951328 diff --git a/HalluScope-4B.Q2_K.gguf b/HalluScope-4B.Q2_K.gguf new file mode 100644 index 0000000..f9f5eb2 --- /dev/null +++ b/HalluScope-4B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f2bf61eca3c167b22744ab9a8f3beedce6f92b9ead8bae85991ddc30ef7dfbd +size 1797127968 diff --git a/HalluScope-4B.Q3_K_L.gguf b/HalluScope-4B.Q3_K_L.gguf new file mode 100644 index 0000000..09f8fce --- /dev/null +++ b/HalluScope-4B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:11d24bbe80a7ed5ad7dcca5a9859f1f1a5a3286b262b8d6e0bbb419681f20d61 +size 2406917408 diff --git a/HalluScope-4B.Q3_K_M.gguf b/HalluScope-4B.Q3_K_M.gguf new file mode 100644 index 0000000..001d5aa --- /dev/null +++ b/HalluScope-4B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7593fc6d191f0e3078d940b593b11930a9ce286d591907ed4fe1a335d5c1f70c +size 2242749728 diff --git a/HalluScope-4B.Q3_K_S.gguf b/HalluScope-4B.Q3_K_S.gguf new file mode 100644 index 0000000..7135d53 --- /dev/null +++ b/HalluScope-4B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dde56e93972dce2d5227a30498c85b8c0efa607db7404eb3b750054e6f831a02 +size 2054128928 diff --git a/HalluScope-4B.Q4_K_M.gguf b/HalluScope-4B.Q4_K_M.gguf new file mode 100644 index 0000000..a242fa8 --- /dev/null +++ b/HalluScope-4B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:638f6aa098c7b22921d705857cfbfe3b70f19a5b9d8c2be00a024ecfa180b31f +size 2716070688 diff --git a/HalluScope-4B.Q4_K_S.gguf b/HalluScope-4B.Q4_K_S.gguf new file mode 100644 index 0000000..193c196 --- /dev/null +++ b/HalluScope-4B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc47048a1f5e3fb47dac75a91f29fea26754d53c277bddafaa1d586bc578b080 +size 2602099488 diff --git a/HalluScope-4B.Q5_K_M.gguf b/HalluScope-4B.Q5_K_M.gguf new file mode 100644 index 0000000..76f2e1e --- /dev/null +++ b/HalluScope-4B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b754a5cd487b30191bb6e5540c8a15757c236bce52bc6f26cd92268fbf52a2d6 +size 3156923168 diff --git a/HalluScope-4B.Q5_K_S.gguf b/HalluScope-4B.Q5_K_S.gguf new file mode 100644 index 0000000..731bf8b --- /dev/null +++ b/HalluScope-4B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6373804104b1f061c2ff2d14520d155069cf74d2d1d8cc7be8c205cd221eb3be +size 3091120928 diff --git a/HalluScope-4B.Q6_K.gguf b/HalluScope-4B.Q6_K.gguf new file mode 100644 index 0000000..8aa78e3 --- /dev/null +++ b/HalluScope-4B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0632c71f964f886bc7711c4f01b629b7522822541281c8656752cd79955280d +size 3625328928 diff --git a/HalluScope-4B.Q8_0.gguf b/HalluScope-4B.Q8_0.gguf new file mode 100644 index 0000000..d9b1214 --- /dev/null +++ b/HalluScope-4B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d64c075f90ef6cd24b8a3cc7e3a8a3e8402756c9459bda350a4a558ee3eb62f8 +size 4693673248 diff --git a/HalluScope-4B.f16.gguf b/HalluScope-4B.f16.gguf new file mode 100644 index 0000000..28ba256 --- /dev/null +++ b/HalluScope-4B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f3900f4c70958d95a7f733cccdd2def4f1066af66d5fc7782665ae339d0a97fb +size 8829199648 diff --git a/HalluScope-4B.mmproj-Q8_0.gguf b/HalluScope-4B.mmproj-Q8_0.gguf new file mode 100644 index 0000000..100c82c --- /dev/null +++ b/HalluScope-4B.mmproj-Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8ca7f57d2885c0de576494990a602c53516dff51b7e154eea2067ed0ba38229a +size 453974976 diff --git a/HalluScope-4B.mmproj-f16.gguf b/HalluScope-4B.mmproj-f16.gguf new file mode 100644 index 0000000..6ddb68c --- /dev/null +++ b/HalluScope-4B.mmproj-f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46694857da378bc0288b8c9b6beb0fc55c07b4eae6936d7d2642f0a94bd85b84 +size 836180928 diff --git a/README.md b/README.md new file mode 100644 index 0000000..fcd7c3b --- /dev/null +++ b/README.md @@ -0,0 +1,84 @@ +--- +base_model: wkinglin/HalluScope-4B +datasets: +- wkinglin/HalluScope-30K +language: +- en +- zh +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- multimodal +- hallucination-detection +- hallucination-classification +- hallucination-diagnosis +- mllm +- qwen3-vl +--- +## About + + + + + + + + + +static quants of https://huggingface.co/wkinglin/HalluScope-4B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#HalluScope-4B-GGUF).*** + +weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. +## 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/HalluScope-4B-GGUF/resolve/main/HalluScope-4B.mmproj-Q8_0.gguf) | mmproj-Q8_0 | 0.6 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/HalluScope-4B-GGUF/resolve/main/HalluScope-4B.mmproj-f16.gguf) | mmproj-f16 | 0.9 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/HalluScope-4B-GGUF/resolve/main/HalluScope-4B.Q2_K.gguf) | Q2_K | 1.9 | | +| [GGUF](https://huggingface.co/mradermacher/HalluScope-4B-GGUF/resolve/main/HalluScope-4B.Q3_K_S.gguf) | Q3_K_S | 2.2 | | +| [GGUF](https://huggingface.co/mradermacher/HalluScope-4B-GGUF/resolve/main/HalluScope-4B.Q3_K_M.gguf) | Q3_K_M | 2.3 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/HalluScope-4B-GGUF/resolve/main/HalluScope-4B.Q3_K_L.gguf) | Q3_K_L | 2.5 | | +| [GGUF](https://huggingface.co/mradermacher/HalluScope-4B-GGUF/resolve/main/HalluScope-4B.IQ4_XS.gguf) | IQ4_XS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/HalluScope-4B-GGUF/resolve/main/HalluScope-4B.Q4_K_S.gguf) | Q4_K_S | 2.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/HalluScope-4B-GGUF/resolve/main/HalluScope-4B.Q4_K_M.gguf) | Q4_K_M | 2.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/HalluScope-4B-GGUF/resolve/main/HalluScope-4B.Q5_K_S.gguf) | Q5_K_S | 3.2 | | +| [GGUF](https://huggingface.co/mradermacher/HalluScope-4B-GGUF/resolve/main/HalluScope-4B.Q5_K_M.gguf) | Q5_K_M | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/HalluScope-4B-GGUF/resolve/main/HalluScope-4B.Q6_K.gguf) | Q6_K | 3.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/HalluScope-4B-GGUF/resolve/main/HalluScope-4B.Q8_0.gguf) | Q8_0 | 4.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/HalluScope-4B-GGUF/resolve/main/HalluScope-4B.f16.gguf) | f16 | 8.9 | 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. + +