commit f03eba5576d42e274293f52e5cf35f870e1c3f9a Author: ModelHub XC Date: Thu May 14 10:33:47 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/Genstruct-7B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..1e2c3c4 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,60 @@ +*.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 +imatrix.dat filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-Q4_0_4_4.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-Q4_0_4_8.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-Q4_0_8_8.gguf filter=lfs diff=lfs merge=lfs -text +Genstruct-7B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Genstruct-7B.i1-IQ1_M.gguf b/Genstruct-7B.i1-IQ1_M.gguf new file mode 100644 index 0000000..4593369 --- /dev/null +++ b/Genstruct-7B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:acaef30a8c016b75258f24a7090cb09bc6210ad4987b0d5e7fdff10766000064 +size 1754451456 diff --git a/Genstruct-7B.i1-IQ1_S.gguf b/Genstruct-7B.i1-IQ1_S.gguf new file mode 100644 index 0000000..819ca53 --- /dev/null +++ b/Genstruct-7B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:840247d540d25410f58b91c83ca21c5cbc8ab03f9a68683c5da3e08d0ac5ffa0 +size 1612107264 diff --git a/Genstruct-7B.i1-IQ2_M.gguf b/Genstruct-7B.i1-IQ2_M.gguf new file mode 100644 index 0000000..e9682dd --- /dev/null +++ b/Genstruct-7B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d6d982ba62576eaf5be77b7068b2913a59e85b2ee3236f7af7848947fa4d84be +size 2500718496 diff --git a/Genstruct-7B.i1-IQ2_S.gguf b/Genstruct-7B.i1-IQ2_S.gguf new file mode 100644 index 0000000..07542d8 --- /dev/null +++ b/Genstruct-7B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:13763de13ad3361330c59cb20b60142c3f252aa5ce4cf5a1a4b01051a4170424 +size 2310926240 diff --git a/Genstruct-7B.i1-IQ2_XS.gguf b/Genstruct-7B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..8719675 --- /dev/null +++ b/Genstruct-7B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:872be29b924015ca7ca2097b87a49bd8a0a40ba22b2214cb8ce7ecb3cac48ad4 +size 2198261248 diff --git a/Genstruct-7B.i1-IQ2_XXS.gguf b/Genstruct-7B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..32f7305 --- /dev/null +++ b/Genstruct-7B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:17d33a639d378b9c5b542e8e4265e7b9fd91333fdaf4176d3ff52d220bd57113 +size 1991691776 diff --git a/Genstruct-7B.i1-IQ3_M.gguf b/Genstruct-7B.i1-IQ3_M.gguf new file mode 100644 index 0000000..92fbe5a --- /dev/null +++ b/Genstruct-7B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:45f2117eca4f495fbca77e06ab98eba0fc81ac7b4090488b981d35663d65f7cb +size 3284898240 diff --git a/Genstruct-7B.i1-IQ3_S.gguf b/Genstruct-7B.i1-IQ3_S.gguf new file mode 100644 index 0000000..9c3f732 --- /dev/null +++ b/Genstruct-7B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18c676b671aa7260ce9c977a667e4c4b03f84faa610fcb37af9ba8a88eefee04 +size 3182399936 diff --git a/Genstruct-7B.i1-IQ3_XS.gguf b/Genstruct-7B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..5f229ae --- /dev/null +++ b/Genstruct-7B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:464ddad90cd2d71c93014febade48d1603b12b8879cd7424aecf4eb6887930a7 +size 3018822080 diff --git a/Genstruct-7B.i1-IQ3_XXS.gguf b/Genstruct-7B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..96295c3 --- /dev/null +++ b/Genstruct-7B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e28c9c69b674e13565d7246ed31b347ab5ec1175ff7ca3815f5996626da06840 +size 2827349920 diff --git a/Genstruct-7B.i1-IQ4_XS.gguf b/Genstruct-7B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..ba14aad --- /dev/null +++ b/Genstruct-7B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:65bbfcf3ce4525cc23b0f27ae5b2e8dccb23fb33088a7d01a855253464b5f161 +size 3907695456 diff --git a/Genstruct-7B.i1-Q2_K.gguf b/Genstruct-7B.i1-Q2_K.gguf new file mode 100644 index 0000000..80a2229 --- /dev/null +++ b/Genstruct-7B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a2b3341187c1f52078baa1812defd839379dd902a870fee6c31241fc1e2b2465 +size 2719248416 diff --git a/Genstruct-7B.i1-Q3_K_L.gguf b/Genstruct-7B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..106dd88 --- /dev/null +++ b/Genstruct-7B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b9b1fe272d0a196dbe0cb21cc7ddb4c0e3beb11cbb94fce2036b87e49dca201 +size 3822031296 diff --git a/Genstruct-7B.i1-Q3_K_M.gguf b/Genstruct-7B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..1498a5d --- /dev/null +++ b/Genstruct-7B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ad93c1eef4041dbbb3342a864497358d887af1384bc7e619d33cefb0b5afa1cb +size 3518992832 diff --git a/Genstruct-7B.i1-Q3_K_S.gguf b/Genstruct-7B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..a200719 --- /dev/null +++ b/Genstruct-7B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d65900f64e11a02c02c05ffbb217e3ff01d3e06722c4fbee046f8c8623ca660c +size 3164574144 diff --git a/Genstruct-7B.i1-Q4_0.gguf b/Genstruct-7B.i1-Q4_0.gguf new file mode 100644 index 0000000..ad44dac --- /dev/null +++ b/Genstruct-7B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5df5def76133427d6f04eebd01fc9576c5868bedffc06ff47d0addcfeeffacca +size 4123603936 diff --git a/Genstruct-7B.i1-Q4_0_4_4.gguf b/Genstruct-7B.i1-Q4_0_4_4.gguf new file mode 100644 index 0000000..7f3df48 --- /dev/null +++ b/Genstruct-7B.i1-Q4_0_4_4.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ccd38833304a8ca9e6927231332cb941f7a58bc79dad06b0298a3ab32eaf8db4 +size 4108923872 diff --git a/Genstruct-7B.i1-Q4_0_4_8.gguf b/Genstruct-7B.i1-Q4_0_4_8.gguf new file mode 100644 index 0000000..4d35c2b --- /dev/null +++ b/Genstruct-7B.i1-Q4_0_4_8.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:990d29d87a80b7b44ca0e0aba7f437c00d8350ccd51babcd9b32a0c71f4e71c5 +size 4108923872 diff --git a/Genstruct-7B.i1-Q4_0_8_8.gguf b/Genstruct-7B.i1-Q4_0_8_8.gguf new file mode 100644 index 0000000..167800c --- /dev/null +++ b/Genstruct-7B.i1-Q4_0_8_8.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b71e09b0bbb44c5547e46bf1ab68035c103a5dabf09bc82c9156dbca23f17db3 +size 4108923872 diff --git a/Genstruct-7B.i1-Q4_K_M.gguf b/Genstruct-7B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..539f1ff --- /dev/null +++ b/Genstruct-7B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:19429c14c612e0b47d19523ed3c3ced3b6e9af86677c1e237a80621dad948cf0 +size 4368446432 diff --git a/Genstruct-7B.i1-Q4_K_S.gguf b/Genstruct-7B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..2ffdff9 --- /dev/null +++ b/Genstruct-7B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e1138fa1271b0df643b3223caf9cfd72f3068316496830b51fb480c067881274 +size 4140381152 diff --git a/Genstruct-7B.i1-Q5_K_M.gguf b/Genstruct-7B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..6d4bb3e --- /dev/null +++ b/Genstruct-7B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c56dfb510de3a81a058f1c630a31e9259c171e87feed93bb01429062a952661a +size 5131417056 diff --git a/Genstruct-7B.i1-Q5_K_S.gguf b/Genstruct-7B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..b8fada0 --- /dev/null +++ b/Genstruct-7B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:534994a59296ae4ebff5b1019f40f62829354470848a5770f9ef595b8b343d89 +size 4997723616 diff --git a/Genstruct-7B.i1-Q6_K.gguf b/Genstruct-7B.i1-Q6_K.gguf new file mode 100644 index 0000000..17a8556 --- /dev/null +++ b/Genstruct-7B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f5a544ae33582e3a6370edd1f46dde0a6a05c57b8a64b9169cbe94b038a95708 +size 5942073344 diff --git a/README.md b/README.md new file mode 100644 index 0000000..54b0c65 --- /dev/null +++ b/README.md @@ -0,0 +1,81 @@ +--- +base_model: NousResearch/Genstruct-7B +language: +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- Mistral +- instruct +- finetune +- synthetic +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/NousResearch/Genstruct-7B + + +static quants are available at https://huggingface.co/mradermacher/Genstruct-7B-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/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-IQ1_S.gguf) | i1-IQ1_S | 1.7 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-IQ1_M.gguf) | i1-IQ1_M | 1.9 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.1 | | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.3 | | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-IQ2_S.gguf) | i1-IQ2_S | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-IQ2_M.gguf) | i1-IQ2_M | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-Q2_K.gguf) | i1-Q2_K | 2.8 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 2.9 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.1 | | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.3 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-IQ3_S.gguf) | i1-IQ3_S | 3.3 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-IQ3_M.gguf) | i1-IQ3_M | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.6 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 3.9 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.0 | | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-Q4_0_4_4.gguf) | i1-Q4_0_4_4 | 4.2 | fast on arm, low quality | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-Q4_0_4_8.gguf) | i1-Q4_0_4_8 | 4.2 | fast on arm+i8mm, low quality | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-Q4_0_8_8.gguf) | i1-Q4_0_8_8 | 4.2 | fast on arm+sve, low quality | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-Q4_0.gguf) | i1-Q4_0 | 4.2 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.2 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.5 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.1 | | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.2 | | +| [GGUF](https://huggingface.co/mradermacher/Genstruct-7B-i1-GGUF/resolve/main/Genstruct-7B.i1-Q6_K.gguf) | i1-Q6_K | 6.0 | practically like static Q6_K | + +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/imatrix.dat b/imatrix.dat new file mode 100644 index 0000000..bf1582f --- /dev/null +++ b/imatrix.dat @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ebf1abc534d59a23f9b986bbc91757d1a50628bd040391fc03df355605b3238 +size 4988157