commit fa41af54b6d19ab34a09ada93765abd55bf5bb66 Author: ModelHub XC Date: Fri Apr 10 23:44:58 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/sumbot7b-augmented-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..5772a97 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,48 @@ +*.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 +sumbot7b-augmented.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +sumbot7b-augmented.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +sumbot7b-augmented.f16.gguf filter=lfs diff=lfs merge=lfs -text +sumbot7b-augmented.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +sumbot7b-augmented.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +sumbot7b-augmented.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +sumbot7b-augmented.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +sumbot7b-augmented.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +sumbot7b-augmented.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +sumbot7b-augmented.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +sumbot7b-augmented.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +sumbot7b-augmented.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +sumbot7b-augmented.Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..2dbe929 --- /dev/null +++ b/README.md @@ -0,0 +1,72 @@ +--- +base_model: BenBranyon/sumbot7b-augmented +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- qwen2 +- trl +- sft +--- +## About + + + + + + +static quants of https://huggingface.co/BenBranyon/sumbot7b-augmented + + +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/sumbot7b-augmented-GGUF/resolve/main/sumbot7b-augmented.Q2_K.gguf) | Q2_K | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/sumbot7b-augmented-GGUF/resolve/main/sumbot7b-augmented.Q3_K_S.gguf) | Q3_K_S | 3.6 | | +| [GGUF](https://huggingface.co/mradermacher/sumbot7b-augmented-GGUF/resolve/main/sumbot7b-augmented.Q3_K_M.gguf) | Q3_K_M | 3.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/sumbot7b-augmented-GGUF/resolve/main/sumbot7b-augmented.Q3_K_L.gguf) | Q3_K_L | 4.2 | | +| [GGUF](https://huggingface.co/mradermacher/sumbot7b-augmented-GGUF/resolve/main/sumbot7b-augmented.IQ4_XS.gguf) | IQ4_XS | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/sumbot7b-augmented-GGUF/resolve/main/sumbot7b-augmented.Q4_0_4_4.gguf) | Q4_0_4_4 | 4.5 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/sumbot7b-augmented-GGUF/resolve/main/sumbot7b-augmented.Q4_K_S.gguf) | Q4_K_S | 4.6 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/sumbot7b-augmented-GGUF/resolve/main/sumbot7b-augmented.Q4_K_M.gguf) | Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/sumbot7b-augmented-GGUF/resolve/main/sumbot7b-augmented.Q5_K_S.gguf) | Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/sumbot7b-augmented-GGUF/resolve/main/sumbot7b-augmented.Q5_K_M.gguf) | Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/sumbot7b-augmented-GGUF/resolve/main/sumbot7b-augmented.Q6_K.gguf) | Q6_K | 6.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/sumbot7b-augmented-GGUF/resolve/main/sumbot7b-augmented.Q8_0.gguf) | Q8_0 | 8.2 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/sumbot7b-augmented-GGUF/resolve/main/sumbot7b-augmented.f16.gguf) | f16 | 15.3 | 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. 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/sumbot7b-augmented.IQ4_XS.gguf b/sumbot7b-augmented.IQ4_XS.gguf new file mode 100644 index 0000000..b674111 --- /dev/null +++ b/sumbot7b-augmented.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db80d5a8417926956acd3f38d9530236c99862ca1483012d75e362729e63c82c +size 4250299296 diff --git a/sumbot7b-augmented.Q2_K.gguf b/sumbot7b-augmented.Q2_K.gguf new file mode 100644 index 0000000..f2685d4 --- /dev/null +++ b/sumbot7b-augmented.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a83bef049afa062e620df237fd41d8c834cd4428058d9c19f0a01bace15ffeba +size 3015941024 diff --git a/sumbot7b-augmented.Q3_K_L.gguf b/sumbot7b-augmented.Q3_K_L.gguf new file mode 100644 index 0000000..ea59056 --- /dev/null +++ b/sumbot7b-augmented.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:01f69b95ba9828a818bfeee31253481027b162c0de84385d283a88730f1cbb35 +size 4088460192 diff --git a/sumbot7b-augmented.Q3_K_M.gguf b/sumbot7b-augmented.Q3_K_M.gguf new file mode 100644 index 0000000..301f035 --- /dev/null +++ b/sumbot7b-augmented.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e308a8126da72e44a713ad83759acf7cbcba48bca3e8890d2a5edc9450c47589 +size 3808392096 diff --git a/sumbot7b-augmented.Q3_K_S.gguf b/sumbot7b-augmented.Q3_K_S.gguf new file mode 100644 index 0000000..cea757e --- /dev/null +++ b/sumbot7b-augmented.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7e32fa68c65a05dbb84ae5095e218794f658ad11e353a0594b9bea5565a4610d +size 3492369312 diff --git a/sumbot7b-augmented.Q4_0_4_4.gguf b/sumbot7b-augmented.Q4_0_4_4.gguf new file mode 100644 index 0000000..bfd7655 --- /dev/null +++ b/sumbot7b-augmented.Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02260fe151aa7023f382162e29af88e9e08e51eb5741848831c00ece36c1fd2c +size 4431391648 diff --git a/sumbot7b-augmented.Q4_K_M.gguf b/sumbot7b-augmented.Q4_K_M.gguf new file mode 100644 index 0000000..0b394a8 --- /dev/null +++ b/sumbot7b-augmented.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c8b63fd456486c0f8c65a6cf5f8c41c6bcce7dde9858a35bd5a8b2638bee70bf +size 4683074464 diff --git a/sumbot7b-augmented.Q4_K_S.gguf b/sumbot7b-augmented.Q4_K_S.gguf new file mode 100644 index 0000000..5368d20 --- /dev/null +++ b/sumbot7b-augmented.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e92748b0c02df117762a83e0efedf255701484faab175f78ac0cb7c627d795a0 +size 4457769888 diff --git a/sumbot7b-augmented.Q5_K_M.gguf b/sumbot7b-augmented.Q5_K_M.gguf new file mode 100644 index 0000000..030bbe9 --- /dev/null +++ b/sumbot7b-augmented.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:48aaaeda02bcc43538b5bd59551746b515c8ddedc0fbb070a1a48381ed1bc08c +size 5444832160 diff --git a/sumbot7b-augmented.Q5_K_S.gguf b/sumbot7b-augmented.Q5_K_S.gguf new file mode 100644 index 0000000..65e0688 --- /dev/null +++ b/sumbot7b-augmented.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:97bf5ab10233934a555d6aa9dc2c92f1a750b7162ad46d8859aa95162dbf4ffc +size 5315177376 diff --git a/sumbot7b-augmented.Q6_K.gguf b/sumbot7b-augmented.Q6_K.gguf new file mode 100644 index 0000000..6c4d7cd --- /dev/null +++ b/sumbot7b-augmented.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:71b4398807345bfd457b618c39cd272d3a0a59e295a739bfce3751594d31ab7d +size 6254199712 diff --git a/sumbot7b-augmented.Q8_0.gguf b/sumbot7b-augmented.Q8_0.gguf new file mode 100644 index 0000000..14b506a --- /dev/null +++ b/sumbot7b-augmented.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:12db118af22ce4e3ceb4b035b8165abf8ce70088b000884614abbd55a1122b07 +size 8098526112 diff --git a/sumbot7b-augmented.f16.gguf b/sumbot7b-augmented.f16.gguf new file mode 100644 index 0000000..1785a4e --- /dev/null +++ b/sumbot7b-augmented.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b130811eb8b6a2ca50cdfb55b68fe2ecca6b57b1a5da3f9b157784fd36211316 +size 15237854112