commit 4909d9a20522598a9742050c30a2e98730cb0079 Author: ModelHub XC Date: Wed May 6 05:24:36 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Gradients-Instruct-V2-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..7718155 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,46 @@ +*.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 +Gradients-Instruct-V2.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Gradients-Instruct-V2.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Gradients-Instruct-V2.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Gradients-Instruct-V2.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Gradients-Instruct-V2.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Gradients-Instruct-V2.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Gradients-Instruct-V2.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Gradients-Instruct-V2.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Gradients-Instruct-V2.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Gradients-Instruct-V2.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Gradients-Instruct-V2.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Gradients-Instruct-V2.IQ4_XS.gguf b/Gradients-Instruct-V2.IQ4_XS.gguf new file mode 100644 index 0000000..53ecdbd --- /dev/null +++ b/Gradients-Instruct-V2.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e3f66f35607c9118ac58f71adbfdb9e55843ccd2dd3ec0b8569aec1671b4af4e +size 17854335168 diff --git a/Gradients-Instruct-V2.Q2_K.gguf b/Gradients-Instruct-V2.Q2_K.gguf new file mode 100644 index 0000000..1c419e6 --- /dev/null +++ b/Gradients-Instruct-V2.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:455c4430ad917cc4cacf3bceb3bff2f5f842270dd5e88702b8b67a32ac1d8f73 +size 12344651968 diff --git a/Gradients-Instruct-V2.Q3_K_L.gguf b/Gradients-Instruct-V2.Q3_K_L.gguf new file mode 100644 index 0000000..97f540f --- /dev/null +++ b/Gradients-Instruct-V2.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:06f4a60bc0bc88b2cd150cd8639911e526c682d3d143fe013956c88993366848 +size 17330994368 diff --git a/Gradients-Instruct-V2.Q3_K_M.gguf b/Gradients-Instruct-V2.Q3_K_M.gguf new file mode 100644 index 0000000..5f333d1 --- /dev/null +++ b/Gradients-Instruct-V2.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:253f6e274febb8a26466271228127a9ccfec097adab0c9492d49d53804efa322 +size 15971777728 diff --git a/Gradients-Instruct-V2.Q3_K_S.gguf b/Gradients-Instruct-V2.Q3_K_S.gguf new file mode 100644 index 0000000..d5fa1b2 --- /dev/null +++ b/Gradients-Instruct-V2.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:db5007170a6ca7222715078719fa5aa3ce0f328863d4122add2b4ee89ba7c6ab +size 14389738688 diff --git a/Gradients-Instruct-V2.Q4_K_M.gguf b/Gradients-Instruct-V2.Q4_K_M.gguf new file mode 100644 index 0000000..caf3fe7 --- /dev/null +++ b/Gradients-Instruct-V2.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0739ccc0fb024ce8b719ee66be4c2add63fe99c2b95f9450d037d2e189b42c41 +size 19762149568 diff --git a/Gradients-Instruct-V2.Q4_K_S.gguf b/Gradients-Instruct-V2.Q4_K_S.gguf new file mode 100644 index 0000000..2fed003 --- /dev/null +++ b/Gradients-Instruct-V2.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9c8d83ce2194fd5b5a47042b258d2c79ef9b598943fd6e9fb455c6301fd98e63 +size 18771245248 diff --git a/Gradients-Instruct-V2.Q5_K_M.gguf b/Gradients-Instruct-V2.Q5_K_M.gguf new file mode 100644 index 0000000..6cfd464 --- /dev/null +++ b/Gradients-Instruct-V2.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f41faab0aa7e60c479efffcd3764e379854b57a96438c98cbdb1dfc21c39d0a1 +size 23214831808 diff --git a/Gradients-Instruct-V2.Q5_K_S.gguf b/Gradients-Instruct-V2.Q5_K_S.gguf new file mode 100644 index 0000000..fbc88a2 --- /dev/null +++ b/Gradients-Instruct-V2.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d47c42ee548ce13a96a866de7f3ece7742b1f7b222c4efb1e0fa54f1262300c5 +size 22635493568 diff --git a/Gradients-Instruct-V2.Q6_K.gguf b/Gradients-Instruct-V2.Q6_K.gguf new file mode 100644 index 0000000..a371acf --- /dev/null +++ b/Gradients-Instruct-V2.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b0197215a8137b9e9d28bf7b291ee7789c3e3607a94e59107d6ef3aafa9e027e +size 26883306688 diff --git a/Gradients-Instruct-V2.Q8_0.gguf b/Gradients-Instruct-V2.Q8_0.gguf new file mode 100644 index 0000000..7ce84d0 --- /dev/null +++ b/Gradients-Instruct-V2.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:57c468765eb124093018fd59fda081dc1f2ed4b1d3ea4c19acebd091765a574c +size 34817719488 diff --git a/README.md b/README.md new file mode 100644 index 0000000..e1975cb --- /dev/null +++ b/README.md @@ -0,0 +1,70 @@ +--- +base_model: gradients-io-tournaments/Gradients-Instruct-V2 +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/gradients-io-tournaments/Gradients-Instruct-V2 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#Gradients-Instruct-V2-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/Gradients-Instruct-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/Gradients-Instruct-V2-GGUF/resolve/main/Gradients-Instruct-V2.Q2_K.gguf) | Q2_K | 12.4 | | +| [GGUF](https://huggingface.co/mradermacher/Gradients-Instruct-V2-GGUF/resolve/main/Gradients-Instruct-V2.Q3_K_S.gguf) | Q3_K_S | 14.5 | | +| [GGUF](https://huggingface.co/mradermacher/Gradients-Instruct-V2-GGUF/resolve/main/Gradients-Instruct-V2.Q3_K_M.gguf) | Q3_K_M | 16.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Gradients-Instruct-V2-GGUF/resolve/main/Gradients-Instruct-V2.Q3_K_L.gguf) | Q3_K_L | 17.4 | | +| [GGUF](https://huggingface.co/mradermacher/Gradients-Instruct-V2-GGUF/resolve/main/Gradients-Instruct-V2.IQ4_XS.gguf) | IQ4_XS | 18.0 | | +| [GGUF](https://huggingface.co/mradermacher/Gradients-Instruct-V2-GGUF/resolve/main/Gradients-Instruct-V2.Q4_K_S.gguf) | Q4_K_S | 18.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Gradients-Instruct-V2-GGUF/resolve/main/Gradients-Instruct-V2.Q4_K_M.gguf) | Q4_K_M | 19.9 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Gradients-Instruct-V2-GGUF/resolve/main/Gradients-Instruct-V2.Q5_K_S.gguf) | Q5_K_S | 22.7 | | +| [GGUF](https://huggingface.co/mradermacher/Gradients-Instruct-V2-GGUF/resolve/main/Gradients-Instruct-V2.Q5_K_M.gguf) | Q5_K_M | 23.3 | | +| [GGUF](https://huggingface.co/mradermacher/Gradients-Instruct-V2-GGUF/resolve/main/Gradients-Instruct-V2.Q6_K.gguf) | Q6_K | 27.0 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Gradients-Instruct-V2-GGUF/resolve/main/Gradients-Instruct-V2.Q8_0.gguf) | Q8_0 | 34.9 | fast, best quality | + +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. + +