commit 87e14d68895b03e9220e0065d2751d3449a27276 Author: ModelHub XC Date: Sat May 9 23:47:28 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Qwen3-8B-320k-Context-10X-Massive-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..92eca50 --- /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 +Qwen3-8B-320k-Context-10X-Massive.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-320k-Context-10X-Massive.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-320k-Context-10X-Massive.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-320k-Context-10X-Massive.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-320k-Context-10X-Massive.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-320k-Context-10X-Massive.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-320k-Context-10X-Massive.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-320k-Context-10X-Massive.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-320k-Context-10X-Massive.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-320k-Context-10X-Massive.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-320k-Context-10X-Massive.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Qwen3-8B-320k-Context-10X-Massive.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Qwen3-8B-320k-Context-10X-Massive.IQ4_XS.gguf b/Qwen3-8B-320k-Context-10X-Massive.IQ4_XS.gguf new file mode 100644 index 0000000..d561790 --- /dev/null +++ b/Qwen3-8B-320k-Context-10X-Massive.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b756acdaed60d75c80543b78fc670fc494e40c6e09f7a124d63f625b00d3b7bf +size 4593297184 diff --git a/Qwen3-8B-320k-Context-10X-Massive.Q2_K.gguf b/Qwen3-8B-320k-Context-10X-Massive.Q2_K.gguf new file mode 100644 index 0000000..3e29a73 --- /dev/null +++ b/Qwen3-8B-320k-Context-10X-Massive.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d187b6be6db4a781cc63c9e5015026d56a50315c8ffb96059db6ad062fd55e50 +size 3281733408 diff --git a/Qwen3-8B-320k-Context-10X-Massive.Q3_K_L.gguf b/Qwen3-8B-320k-Context-10X-Massive.Q3_K_L.gguf new file mode 100644 index 0000000..b163d71 --- /dev/null +++ b/Qwen3-8B-320k-Context-10X-Massive.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:41eb6e66721a2004b5c457ca7d728cbd08c40f27d6342ca6aeedcdc400f177e6 +size 4431394592 diff --git a/Qwen3-8B-320k-Context-10X-Massive.Q3_K_M.gguf b/Qwen3-8B-320k-Context-10X-Massive.Q3_K_M.gguf new file mode 100644 index 0000000..07bd2db --- /dev/null +++ b/Qwen3-8B-320k-Context-10X-Massive.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:292c0846996e453b696e626bc4caf4106442a50d564d799ef180930df9cafcbc +size 4124161824 diff --git a/Qwen3-8B-320k-Context-10X-Massive.Q3_K_S.gguf b/Qwen3-8B-320k-Context-10X-Massive.Q3_K_S.gguf new file mode 100644 index 0000000..ae11d27 --- /dev/null +++ b/Qwen3-8B-320k-Context-10X-Massive.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b9c1d37291b8f49f2e42eb602948a776d51ceec3bdce7d9fd623920c61aaf722 +size 3769612064 diff --git a/Qwen3-8B-320k-Context-10X-Massive.Q4_K_M.gguf b/Qwen3-8B-320k-Context-10X-Massive.Q4_K_M.gguf new file mode 100644 index 0000000..b45428c --- /dev/null +++ b/Qwen3-8B-320k-Context-10X-Massive.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:846c25deb9a2fe049031bd2236c5387a1a40bb23af89d784c999f55a12da8e0c +size 5027784480 diff --git a/Qwen3-8B-320k-Context-10X-Massive.Q4_K_S.gguf b/Qwen3-8B-320k-Context-10X-Massive.Q4_K_S.gguf new file mode 100644 index 0000000..6d562aa --- /dev/null +++ b/Qwen3-8B-320k-Context-10X-Massive.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b2f1e987afa507be1d2903d5b6547bcd006352f10fdc0591ea2011db71d1bfb2 +size 4802012960 diff --git a/Qwen3-8B-320k-Context-10X-Massive.Q5_K_M.gguf b/Qwen3-8B-320k-Context-10X-Massive.Q5_K_M.gguf new file mode 100644 index 0000000..4d018da --- /dev/null +++ b/Qwen3-8B-320k-Context-10X-Massive.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:481d449c2898463a8d9278f91aae6474d83242d73a61825fc30bb301f018c7f2 +size 5851113248 diff --git a/Qwen3-8B-320k-Context-10X-Massive.Q5_K_S.gguf b/Qwen3-8B-320k-Context-10X-Massive.Q5_K_S.gguf new file mode 100644 index 0000000..3258480 --- /dev/null +++ b/Qwen3-8B-320k-Context-10X-Massive.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0a88c5586d343a1481c0f5f171319f87e34bb0708282070fcea0b3177af6915 +size 5720762144 diff --git a/Qwen3-8B-320k-Context-10X-Massive.Q6_K.gguf b/Qwen3-8B-320k-Context-10X-Massive.Q6_K.gguf new file mode 100644 index 0000000..2379263 --- /dev/null +++ b/Qwen3-8B-320k-Context-10X-Massive.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a3772a3ffd6835ae6e973adf4961275e762d62f7478673384592449fb7412f62 +size 6725900064 diff --git a/Qwen3-8B-320k-Context-10X-Massive.Q8_0.gguf b/Qwen3-8B-320k-Context-10X-Massive.Q8_0.gguf new file mode 100644 index 0000000..4a3311b --- /dev/null +++ b/Qwen3-8B-320k-Context-10X-Massive.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f58078d79297f2e7dd6946ce8f5fb3f5a49eeb5377f6567e13e350f9bf076a12 +size 8709519136 diff --git a/Qwen3-8B-320k-Context-10X-Massive.f16.gguf b/Qwen3-8B-320k-Context-10X-Massive.f16.gguf new file mode 100644 index 0000000..73c763e --- /dev/null +++ b/Qwen3-8B-320k-Context-10X-Massive.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a0be4ca9ec17e584a7e6a10e1c553229f8fffed5e1c1db319d3fc88666a50aa0 +size 16388044576 diff --git a/README.md b/README.md new file mode 100644 index 0000000..6ac1b52 --- /dev/null +++ b/README.md @@ -0,0 +1,73 @@ +--- +base_model: DavidAU/Qwen3-8B-320k-Context-10X-Massive +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- 320k context +- reasoning +- thinking +- qwen3 +--- +## About + + + + + + +static quants of https://huggingface.co/DavidAU/Qwen3-8B-320k-Context-10X-Massive + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Qwen3-8B-320k-Context-10X-Massive-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Qwen3-8B-320k-Context-10X-Massive-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/Qwen3-8B-320k-Context-10X-Massive-GGUF/resolve/main/Qwen3-8B-320k-Context-10X-Massive.Q2_K.gguf) | Q2_K | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-320k-Context-10X-Massive-GGUF/resolve/main/Qwen3-8B-320k-Context-10X-Massive.Q3_K_S.gguf) | Q3_K_S | 3.9 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-320k-Context-10X-Massive-GGUF/resolve/main/Qwen3-8B-320k-Context-10X-Massive.Q3_K_M.gguf) | Q3_K_M | 4.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-320k-Context-10X-Massive-GGUF/resolve/main/Qwen3-8B-320k-Context-10X-Massive.Q3_K_L.gguf) | Q3_K_L | 4.5 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-320k-Context-10X-Massive-GGUF/resolve/main/Qwen3-8B-320k-Context-10X-Massive.IQ4_XS.gguf) | IQ4_XS | 4.7 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-320k-Context-10X-Massive-GGUF/resolve/main/Qwen3-8B-320k-Context-10X-Massive.Q4_K_S.gguf) | Q4_K_S | 4.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-320k-Context-10X-Massive-GGUF/resolve/main/Qwen3-8B-320k-Context-10X-Massive.Q4_K_M.gguf) | Q4_K_M | 5.1 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-320k-Context-10X-Massive-GGUF/resolve/main/Qwen3-8B-320k-Context-10X-Massive.Q5_K_S.gguf) | Q5_K_S | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-320k-Context-10X-Massive-GGUF/resolve/main/Qwen3-8B-320k-Context-10X-Massive.Q5_K_M.gguf) | Q5_K_M | 6.0 | | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-320k-Context-10X-Massive-GGUF/resolve/main/Qwen3-8B-320k-Context-10X-Massive.Q6_K.gguf) | Q6_K | 6.8 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-320k-Context-10X-Massive-GGUF/resolve/main/Qwen3-8B-320k-Context-10X-Massive.Q8_0.gguf) | Q8_0 | 8.8 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Qwen3-8B-320k-Context-10X-Massive-GGUF/resolve/main/Qwen3-8B-320k-Context-10X-Massive.f16.gguf) | f16 | 16.5 | 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. + +