commit 131b9bcfc4876185f1ad3d4a9cf03632814b3ada Author: ModelHub XC Date: Sat Aug 22 17:51:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/TimeLens2-2B-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..2ed73c6 --- /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 +TimeLens2-2B.mmproj-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +TimeLens2-2B.mmproj-f16.gguf filter=lfs diff=lfs merge=lfs -text +TimeLens2-2B.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +TimeLens2-2B.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +TimeLens2-2B.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +TimeLens2-2B.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TimeLens2-2B.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TimeLens2-2B.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TimeLens2-2B.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TimeLens2-2B.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TimeLens2-2B.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TimeLens2-2B.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +TimeLens2-2B.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +TimeLens2-2B.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..856738e --- /dev/null +++ b/README.md @@ -0,0 +1,78 @@ +--- +base_model: MCG-NJU/TimeLens2-2B +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- video +- temporal-grounding +- qwen3-vl +--- +## About + + + + + + + + + +static quants of https://huggingface.co/MCG-NJU/TimeLens2-2B + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#TimeLens2-2B-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/TimeLens2-2B-GGUF/resolve/main/TimeLens2-2B.mmproj-Q8_0.gguf) | mmproj-Q8_0 | 0.5 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/TimeLens2-2B-GGUF/resolve/main/TimeLens2-2B.mmproj-f16.gguf) | mmproj-f16 | 0.9 | multi-modal supplement | +| [GGUF](https://huggingface.co/mradermacher/TimeLens2-2B-GGUF/resolve/main/TimeLens2-2B.Q2_K.gguf) | Q2_K | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/TimeLens2-2B-GGUF/resolve/main/TimeLens2-2B.Q3_K_S.gguf) | Q3_K_S | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/TimeLens2-2B-GGUF/resolve/main/TimeLens2-2B.Q3_K_M.gguf) | Q3_K_M | 1.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/TimeLens2-2B-GGUF/resolve/main/TimeLens2-2B.Q3_K_L.gguf) | Q3_K_L | 1.2 | | +| [GGUF](https://huggingface.co/mradermacher/TimeLens2-2B-GGUF/resolve/main/TimeLens2-2B.IQ4_XS.gguf) | IQ4_XS | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/TimeLens2-2B-GGUF/resolve/main/TimeLens2-2B.Q4_K_S.gguf) | Q4_K_S | 1.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/TimeLens2-2B-GGUF/resolve/main/TimeLens2-2B.Q4_K_M.gguf) | Q4_K_M | 1.4 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/TimeLens2-2B-GGUF/resolve/main/TimeLens2-2B.Q5_K_S.gguf) | Q5_K_S | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/TimeLens2-2B-GGUF/resolve/main/TimeLens2-2B.Q5_K_M.gguf) | Q5_K_M | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/TimeLens2-2B-GGUF/resolve/main/TimeLens2-2B.Q6_K.gguf) | Q6_K | 1.8 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/TimeLens2-2B-GGUF/resolve/main/TimeLens2-2B.Q8_0.gguf) | Q8_0 | 2.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/TimeLens2-2B-GGUF/resolve/main/TimeLens2-2B.f16.gguf) | f16 | 4.2 | 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. + + diff --git a/TimeLens2-2B.IQ4_XS.gguf b/TimeLens2-2B.IQ4_XS.gguf new file mode 100644 index 0000000..6507047 --- /dev/null +++ b/TimeLens2-2B.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3e22106a546db4a9ed50d97d09948b4e04a117640609dfc17230b83d9c2bffe4 +size 1181589408 diff --git a/TimeLens2-2B.Q2_K.gguf b/TimeLens2-2B.Q2_K.gguf new file mode 100644 index 0000000..9f405fc --- /dev/null +++ b/TimeLens2-2B.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7711eec320ed91bd20cde82c411d28fe86b706c1797ea8bbef689564d90f9aea +size 879898528 diff --git a/TimeLens2-2B.Q3_K_L.gguf b/TimeLens2-2B.Q3_K_L.gguf new file mode 100644 index 0000000..8b88fc3 --- /dev/null +++ b/TimeLens2-2B.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:53e4fe5bfb37fc5142ce1419715d88c736c3c9e80e5157767ef95439fac59c8b +size 1137207200 diff --git a/TimeLens2-2B.Q3_K_M.gguf b/TimeLens2-2B.Q3_K_M.gguf new file mode 100644 index 0000000..65f6ed7 --- /dev/null +++ b/TimeLens2-2B.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7464827363e6d8a41d4b0f8481471e3b431d8e56984ca6af1c17535fa27b7f33 +size 1073244064 diff --git a/TimeLens2-2B.Q3_K_S.gguf b/TimeLens2-2B.Q3_K_S.gguf new file mode 100644 index 0000000..dc18933 --- /dev/null +++ b/TimeLens2-2B.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f12a11aa72fd355327c71930c98f9ebe01027de356d80af64b74fb1ede4c0726 +size 1000957856 diff --git a/TimeLens2-2B.Q4_K_M.gguf b/TimeLens2-2B.Q4_K_M.gguf new file mode 100644 index 0000000..d7a8039 --- /dev/null +++ b/TimeLens2-2B.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:43ce42283a772ae231d39538b41a27cf97633a4d8df497f52613fd05c78cbafc +size 1282441120 diff --git a/TimeLens2-2B.Q4_K_S.gguf b/TimeLens2-2B.Q4_K_S.gguf new file mode 100644 index 0000000..8e17ac7 --- /dev/null +++ b/TimeLens2-2B.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4cddfca8b732bef27f8e1adb23efdd8633da2092b2a0d8cf5e33f83ae10cf0f7 +size 1235222432 diff --git a/TimeLens2-2B.Q5_K_M.gguf b/TimeLens2-2B.Q5_K_M.gguf new file mode 100644 index 0000000..919b681 --- /dev/null +++ b/TimeLens2-2B.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3dbf49ba108d32246e77edf52e02ed5931e55fc27777ee532435dda538f192e5 +size 1471807392 diff --git a/TimeLens2-2B.Q5_K_S.gguf b/TimeLens2-2B.Q5_K_S.gguf new file mode 100644 index 0000000..3381796 --- /dev/null +++ b/TimeLens2-2B.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d3a85e24c114c30f8aca75eb476ea374bb02492cee8b3faad5ae4363606a9813 +size 1444511648 diff --git a/TimeLens2-2B.Q6_K.gguf b/TimeLens2-2B.Q6_K.gguf new file mode 100644 index 0000000..b3232f5 --- /dev/null +++ b/TimeLens2-2B.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9093c1cfe4d60c080b28ff76eae986182d9551a03a5341d1449a6a8e2bb5393d +size 1673009056 diff --git a/TimeLens2-2B.Q8_0.gguf b/TimeLens2-2B.Q8_0.gguf new file mode 100644 index 0000000..7aec1d7 --- /dev/null +++ b/TimeLens2-2B.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:989719f2cadea4af2ffd934b825aefeca74ce52e0867efdfa76a5e5d63191271 +size 2165041056 diff --git a/TimeLens2-2B.f16.gguf b/TimeLens2-2B.f16.gguf new file mode 100644 index 0000000..dd022a9 --- /dev/null +++ b/TimeLens2-2B.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bef20261a1e31fe1affbe131432d732f62c51f44087e08309b704a4f8f0b342a +size 4069681056 diff --git a/TimeLens2-2B.mmproj-Q8_0.gguf b/TimeLens2-2B.mmproj-Q8_0.gguf new file mode 100644 index 0000000..162c96e --- /dev/null +++ b/TimeLens2-2B.mmproj-Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d8fe28ffc09907d79d67c96121639b9895c3acc206099edf80ca67c5994b168a +size 445053600 diff --git a/TimeLens2-2B.mmproj-f16.gguf b/TimeLens2-2B.mmproj-f16.gguf new file mode 100644 index 0000000..9fe470e --- /dev/null +++ b/TimeLens2-2B.mmproj-f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e8a761cab554176e694e4cb1e1eb543a2c9f0dba2fce581a7d86b24398b3904 +size 819395232