commit d5ca8f0b934bf886053d5482c257b290a9d898e8 Author: ModelHub XC Date: Mon Sep 28 19:14:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/TableGPT2-7B-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..19f5920 --- /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 +TableGPT2-7B.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +TableGPT2-7B.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..c97f595 --- /dev/null +++ b/README.md @@ -0,0 +1,77 @@ +--- +base_model: tablegpt/TableGPT2-7B +language: +- zh +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/tablegpt/TableGPT2-7B + + +static quants are available at https://huggingface.co/mradermacher/TableGPT2-7B-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/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-IQ1_S.gguf) | i1-IQ1_S | 2.0 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-IQ1_M.gguf) | i1-IQ1_M | 2.1 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-IQ2_S.gguf) | i1-IQ2_S | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-IQ2_M.gguf) | i1-IQ2_M | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-Q2_K_S.gguf) | i1-Q2_K_S | 2.9 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-Q2_K.gguf) | i1-Q2_K | 3.1 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.6 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-IQ3_S.gguf) | i1-IQ3_S | 3.6 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-IQ3_M.gguf) | i1-IQ3_M | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.9 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.2 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.3 | | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.5 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-Q4_0.gguf) | i1-Q4_0 | 4.5 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.6 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-Q4_1.gguf) | i1-Q4_1 | 5.0 | | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/TableGPT2-7B-i1-GGUF/resolve/main/TableGPT2-7B.i1-Q6_K.gguf) | i1-Q6_K | 6.4 | 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/TableGPT2-7B.i1-IQ1_M.gguf b/TableGPT2-7B.i1-IQ1_M.gguf new file mode 100644 index 0000000..a9fecc0 --- /dev/null +++ b/TableGPT2-7B.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4c36f461580dac305198181decb78bb18b75e52442e6e3f90b51d0e1f4547df5 +size 2042196928 diff --git a/TableGPT2-7B.i1-IQ1_S.gguf b/TableGPT2-7B.i1-IQ1_S.gguf new file mode 100644 index 0000000..8c39a20 --- /dev/null +++ b/TableGPT2-7B.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b21513aa45ceb29a8e30bf0f984f685ded659b618437814d91a620f14940994 +size 1903668160 diff --git a/TableGPT2-7B.i1-IQ2_M.gguf b/TableGPT2-7B.i1-IQ2_M.gguf new file mode 100644 index 0000000..ed8474d --- /dev/null +++ b/TableGPT2-7B.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4aa64cff3f4145de15205dfca6e429074753227d3c40e0de89aacff4a7fc1b75 +size 2780343232 diff --git a/TableGPT2-7B.i1-IQ2_S.gguf b/TableGPT2-7B.i1-IQ2_S.gguf new file mode 100644 index 0000000..8c7741a --- /dev/null +++ b/TableGPT2-7B.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:178631989410af41cf9a609804d20f16bcf9ce7ebb078a39eb3b42ca77762b42 +size 2595638208 diff --git a/TableGPT2-7B.i1-IQ2_XS.gguf b/TableGPT2-7B.i1-IQ2_XS.gguf new file mode 100644 index 0000000..39b3c74 --- /dev/null +++ b/TableGPT2-7B.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30c04c9cc482ea89004798d025a7799f40871b07912145aaa4ca2bbb3fd2496f +size 2469022656 diff --git a/TableGPT2-7B.i1-IQ2_XXS.gguf b/TableGPT2-7B.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..6dccbef --- /dev/null +++ b/TableGPT2-7B.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d924a58e20dd37a5f6e5078ed4a75c8b620f4d9346a37fd53318abe315675136 +size 2273078208 diff --git a/TableGPT2-7B.i1-IQ3_M.gguf b/TableGPT2-7B.i1-IQ3_M.gguf new file mode 100644 index 0000000..d8f5c1e --- /dev/null +++ b/TableGPT2-7B.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:984b93dd1fa4c6ec0f3bf3b65d60da877b2bbcfc385dc3d3f424effa7c368d87 +size 3574012864 diff --git a/TableGPT2-7B.i1-IQ3_S.gguf b/TableGPT2-7B.i1-IQ3_S.gguf new file mode 100644 index 0000000..e4bf7a8 --- /dev/null +++ b/TableGPT2-7B.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ae03a71f7fecba8dc6660dc7560de9e03cb97b87291c7578fadef84b33a51977 +size 3499193280 diff --git a/TableGPT2-7B.i1-IQ3_XS.gguf b/TableGPT2-7B.i1-IQ3_XS.gguf new file mode 100644 index 0000000..f34c595 --- /dev/null +++ b/TableGPT2-7B.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cfc71100159f31adcdd304f46a75b934fe96ceef2b4ad8a7c046a1d8ff51b6a0 +size 3346256832 diff --git a/TableGPT2-7B.i1-IQ3_XXS.gguf b/TableGPT2-7B.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..bde4f81 --- /dev/null +++ b/TableGPT2-7B.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aad4dd95ecd68f9d3b931e633b180a2d08aad2f0549fa9838698e2133b1364aa +size 3114515392 diff --git a/TableGPT2-7B.i1-IQ4_NL.gguf b/TableGPT2-7B.i1-IQ4_NL.gguf new file mode 100644 index 0000000..dc0568e --- /dev/null +++ b/TableGPT2-7B.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d5a1195f21e0d855cf42b6042edde51435b25cf362f874863da2e6895ddb2e30 +size 4437814208 diff --git a/TableGPT2-7B.i1-IQ4_XS.gguf b/TableGPT2-7B.i1-IQ4_XS.gguf new file mode 100644 index 0000000..eb53aac --- /dev/null +++ b/TableGPT2-7B.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8f1a8777370940fb129ebcf4a3d9f6d6a9efa9c784adab2ce058f545f7f6c102 +size 4218473408 diff --git a/TableGPT2-7B.i1-Q2_K.gguf b/TableGPT2-7B.i1-Q2_K.gguf new file mode 100644 index 0000000..1a0f0ea --- /dev/null +++ b/TableGPT2-7B.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80aeefce6af3947e51ccf9a20e444ae95abd24841a48c28c2e0b7c724210ff51 +size 3015941056 diff --git a/TableGPT2-7B.i1-Q2_K_S.gguf b/TableGPT2-7B.i1-Q2_K_S.gguf new file mode 100644 index 0000000..a0a9480 --- /dev/null +++ b/TableGPT2-7B.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f661faf2dd9373d96b1d41b818b16b9587e57fab85b39190e9331ac2e166c79d +size 2834074560 diff --git a/TableGPT2-7B.i1-Q3_K_L.gguf b/TableGPT2-7B.i1-Q3_K_L.gguf new file mode 100644 index 0000000..aec7a6c --- /dev/null +++ b/TableGPT2-7B.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c51fc22e8f2ef43f789e67700bae078ae52dff70aeecca9d8c2c883b20d39602 +size 4088460224 diff --git a/TableGPT2-7B.i1-Q3_K_M.gguf b/TableGPT2-7B.i1-Q3_K_M.gguf new file mode 100644 index 0000000..6ba9f1a --- /dev/null +++ b/TableGPT2-7B.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a7d2286e371abdc843696d43596beba48e328b0a76cbbb359aa81c598dd7920b +size 3808392128 diff --git a/TableGPT2-7B.i1-Q3_K_S.gguf b/TableGPT2-7B.i1-Q3_K_S.gguf new file mode 100644 index 0000000..f4531c0 --- /dev/null +++ b/TableGPT2-7B.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b85c323ce4f8768c44cc0d89f75cfedc8920d004a44b73145cc3e566c670ceb1 +size 3492369344 diff --git a/TableGPT2-7B.i1-Q4_0.gguf b/TableGPT2-7B.i1-Q4_0.gguf new file mode 100644 index 0000000..2985cea --- /dev/null +++ b/TableGPT2-7B.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:041134129a43f76ceb30e39ecbd7da09ab7a1905e44404112e1931fbd83ee06e +size 4444122048 diff --git a/TableGPT2-7B.i1-Q4_1.gguf b/TableGPT2-7B.i1-Q4_1.gguf new file mode 100644 index 0000000..6942c0d --- /dev/null +++ b/TableGPT2-7B.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a96c1a929e2c3031eb54f4799067bece3754b13eef3078e98ab34b45594fe055 +size 4873284544 diff --git a/TableGPT2-7B.i1-Q4_K_M.gguf b/TableGPT2-7B.i1-Q4_K_M.gguf new file mode 100644 index 0000000..2dfa526 --- /dev/null +++ b/TableGPT2-7B.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b8e5e53816abd7d460f94b9dedcde04ad2d7032ebde9e395c739937683f16cbb +size 4683074496 diff --git a/TableGPT2-7B.i1-Q4_K_S.gguf b/TableGPT2-7B.i1-Q4_K_S.gguf new file mode 100644 index 0000000..9d6a78d --- /dev/null +++ b/TableGPT2-7B.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18111d0c55a14f2692190d6bf73772280debdcf635d03b374474f215ba4f9a41 +size 4457769920 diff --git a/TableGPT2-7B.i1-Q5_K_M.gguf b/TableGPT2-7B.i1-Q5_K_M.gguf new file mode 100644 index 0000000..b1f5607 --- /dev/null +++ b/TableGPT2-7B.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0ba3f891a11b52919c7a72cca84a1ea35ba2ba8916e4fc2fc775f2421b69d187 +size 5444832192 diff --git a/TableGPT2-7B.i1-Q5_K_S.gguf b/TableGPT2-7B.i1-Q5_K_S.gguf new file mode 100644 index 0000000..b4dd9d1 --- /dev/null +++ b/TableGPT2-7B.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e95bff26ed39098f49db9a882684b20e41ec814b55ee809a5243b525836e6f0d +size 5315177408 diff --git a/TableGPT2-7B.i1-Q6_K.gguf b/TableGPT2-7B.i1-Q6_K.gguf new file mode 100644 index 0000000..58eb85c --- /dev/null +++ b/TableGPT2-7B.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6a1bce7c692cb36f0b9e4b40c491f98968433b501cc5288e13ecde4aea37d440 +size 6254199744 diff --git a/imatrix.dat b/imatrix.dat new file mode 100644 index 0000000..b9d74b1 --- /dev/null +++ b/imatrix.dat @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8504f173476b8d1f3cf892404a6caa7c0e01e527efb70faf6834bcf48eadeb2c +size 4536665