commit 2b1a49a0391ade01ba4b8865707e33eba1569bd6 Author: ModelHub XC Date: Wed Jun 17 17:32:16 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..a6ae0ee --- /dev/null +++ b/.gitattributes @@ -0,0 +1,59 @@ +*.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 +Pathumma-llm-text-1.0.0.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text +Pathumma-llm-text-1.0.0.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Pathumma-llm-text-1.0.0.i1-IQ1_M.gguf b/Pathumma-llm-text-1.0.0.i1-IQ1_M.gguf new file mode 100644 index 0000000..38ed062 --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:391d1a11605cb7c64d6c26e702d17d26be0d45d11f838816c24be82e72a21e8c +size 2042197024 diff --git a/Pathumma-llm-text-1.0.0.i1-IQ1_S.gguf b/Pathumma-llm-text-1.0.0.i1-IQ1_S.gguf new file mode 100644 index 0000000..c18782a --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d67c38f4456814caf2d52488d3f4de5074d859c0010e76e97a3067c85edf7e07 +size 1903668256 diff --git a/Pathumma-llm-text-1.0.0.i1-IQ2_M.gguf b/Pathumma-llm-text-1.0.0.i1-IQ2_M.gguf new file mode 100644 index 0000000..a526c20 --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a3674acd29496a58078dfeb0fa074eb8e7b17b7a7f643d0e118d1823358e80b +size 2780343328 diff --git a/Pathumma-llm-text-1.0.0.i1-IQ2_S.gguf b/Pathumma-llm-text-1.0.0.i1-IQ2_S.gguf new file mode 100644 index 0000000..387733d --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7ca6ad1c349e965c5a2d2993bd5e2324aa00e36f034e76db80a6594121c3e10 +size 2595638304 diff --git a/Pathumma-llm-text-1.0.0.i1-IQ2_XS.gguf b/Pathumma-llm-text-1.0.0.i1-IQ2_XS.gguf new file mode 100644 index 0000000..5c6ea46 --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:75190391664ea4af1ec68555bb8c382b6e25486b4f846b69d9a6277f30227056 +size 2469022752 diff --git a/Pathumma-llm-text-1.0.0.i1-IQ2_XXS.gguf b/Pathumma-llm-text-1.0.0.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..b3a6e58 --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e4b6fc20252333934a3f6e86d210ba1a2302152d8d250a8c40baf483a96ea496 +size 2273078304 diff --git a/Pathumma-llm-text-1.0.0.i1-IQ3_M.gguf b/Pathumma-llm-text-1.0.0.i1-IQ3_M.gguf new file mode 100644 index 0000000..83e517e --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:23745e754c361f8530aa221c2e7bf43e43d2c09d8d8f9aca7ea0abea6a67b78d +size 3574012960 diff --git a/Pathumma-llm-text-1.0.0.i1-IQ3_S.gguf b/Pathumma-llm-text-1.0.0.i1-IQ3_S.gguf new file mode 100644 index 0000000..8aca3cd --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e1d1cf83def5a94101826e7af514e43c5f5aaf34a6beda8fb785f40b69fddb2e +size 3499193376 diff --git a/Pathumma-llm-text-1.0.0.i1-IQ3_XS.gguf b/Pathumma-llm-text-1.0.0.i1-IQ3_XS.gguf new file mode 100644 index 0000000..d9e77f0 --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e0da3314a738149e13c7732ebe697f03e6ec7fe77fad506e6f6f9cca95d9201 +size 3346256928 diff --git a/Pathumma-llm-text-1.0.0.i1-IQ3_XXS.gguf b/Pathumma-llm-text-1.0.0.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..04d1041 --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5ecba0e02bccfd329ff168423a81c256e1e0f014f58200177178792424d6df14 +size 3114515488 diff --git a/Pathumma-llm-text-1.0.0.i1-IQ4_NL.gguf b/Pathumma-llm-text-1.0.0.i1-IQ4_NL.gguf new file mode 100644 index 0000000..4a92f3c --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-IQ4_NL.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bc14c0751203cee5bba94e3bfe5edcad834582d0959c3c120de1a982ab963a59 +size 4437814304 diff --git a/Pathumma-llm-text-1.0.0.i1-IQ4_XS.gguf b/Pathumma-llm-text-1.0.0.i1-IQ4_XS.gguf new file mode 100644 index 0000000..9ba3068 --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:801e22b94ac5fa3ea35a81e3109e8f09971780109950aefacdd27136b0780d61 +size 4218473504 diff --git a/Pathumma-llm-text-1.0.0.i1-Q2_K.gguf b/Pathumma-llm-text-1.0.0.i1-Q2_K.gguf new file mode 100644 index 0000000..6bfe51b --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5110f5719f3f24099b3e087e9b71376faa54e3025d90bc5b52b3b847f9943a1c +size 3015941152 diff --git a/Pathumma-llm-text-1.0.0.i1-Q2_K_S.gguf b/Pathumma-llm-text-1.0.0.i1-Q2_K_S.gguf new file mode 100644 index 0000000..0c9fae0 --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-Q2_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04fe0f058dec24ea109c1d80f9786d5a5bb2a0cc66b34ffdac3787b974f623e1 +size 2834074656 diff --git a/Pathumma-llm-text-1.0.0.i1-Q3_K_L.gguf b/Pathumma-llm-text-1.0.0.i1-Q3_K_L.gguf new file mode 100644 index 0000000..ba32f97 --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da90e77edd2c20f03c2c60ca1161c133edf7317160b678c163da8f40091d1f90 +size 4088460320 diff --git a/Pathumma-llm-text-1.0.0.i1-Q3_K_M.gguf b/Pathumma-llm-text-1.0.0.i1-Q3_K_M.gguf new file mode 100644 index 0000000..ab472c8 --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cd2f817c9344d8e45343325b3bb4c5e1e55e291ac188e4a970b5ee8910ede16e +size 3808392224 diff --git a/Pathumma-llm-text-1.0.0.i1-Q3_K_S.gguf b/Pathumma-llm-text-1.0.0.i1-Q3_K_S.gguf new file mode 100644 index 0000000..143d4ff --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:628b90f954ad51d013f8f7a3900baffac53820380e522c6e79a387f4f19533ae +size 3492369440 diff --git a/Pathumma-llm-text-1.0.0.i1-Q4_0.gguf b/Pathumma-llm-text-1.0.0.i1-Q4_0.gguf new file mode 100644 index 0000000..3f05db8 --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4933494c8e746f37db5634f8de8e738e39436e3557ce121f1211bff62efdec5 +size 4444122144 diff --git a/Pathumma-llm-text-1.0.0.i1-Q4_1.gguf b/Pathumma-llm-text-1.0.0.i1-Q4_1.gguf new file mode 100644 index 0000000..ed29159 --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-Q4_1.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:403401e2fc6e0ca3026ac6cf1564f1065e6d4a5e66de2904761d202ff2833be7 +size 4873284640 diff --git a/Pathumma-llm-text-1.0.0.i1-Q4_K_M.gguf b/Pathumma-llm-text-1.0.0.i1-Q4_K_M.gguf new file mode 100644 index 0000000..186661d --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7a49eafe1e02c452d1d1ed83fbc6d692d2fe79824107fc3571f159c5d5631afa +size 4683074592 diff --git a/Pathumma-llm-text-1.0.0.i1-Q4_K_S.gguf b/Pathumma-llm-text-1.0.0.i1-Q4_K_S.gguf new file mode 100644 index 0000000..484759d --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:97bd8ad9f34a48775fc34d92c9fe011c0e415d28b87a627ae6f7cf3e35a4e423 +size 4457770016 diff --git a/Pathumma-llm-text-1.0.0.i1-Q5_K_M.gguf b/Pathumma-llm-text-1.0.0.i1-Q5_K_M.gguf new file mode 100644 index 0000000..c0975f9 --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:050306d4fbce09da65d636bc3b02c79683f00d66341f3f81806fb4fd98d03aea +size 5444832288 diff --git a/Pathumma-llm-text-1.0.0.i1-Q5_K_S.gguf b/Pathumma-llm-text-1.0.0.i1-Q5_K_S.gguf new file mode 100644 index 0000000..609be38 --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eda8f768ac63f81e1a376cfa7ffe5519c1159c481354c8fd439a76eca61df501 +size 5315177504 diff --git a/Pathumma-llm-text-1.0.0.i1-Q6_K.gguf b/Pathumma-llm-text-1.0.0.i1-Q6_K.gguf new file mode 100644 index 0000000..62285b5 --- /dev/null +++ b/Pathumma-llm-text-1.0.0.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7994bf3d9bfedd87c6aa89aacbdf4ba9632bde193c65adf31c880d23d5c0c385 +size 6254199840 diff --git a/README.md b/README.md new file mode 100644 index 0000000..e431c62 --- /dev/null +++ b/README.md @@ -0,0 +1,86 @@ +--- +base_model: nectec/Pathumma-llm-text-1.0.0 +language: +- th +- zh +- en +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- chemistry +- biology +- finance +- legal +- code +- medical +- text-generation-inference +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/nectec/Pathumma-llm-text-1.0.0 + + +static quants are available at https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-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/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-IQ1_S.gguf) | i1-IQ1_S | 2.0 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-IQ1_M.gguf) | i1-IQ1_M | 2.1 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 2.4 | | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-IQ2_XS.gguf) | i1-IQ2_XS | 2.6 | | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-IQ2_S.gguf) | i1-IQ2_S | 2.7 | | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-IQ2_M.gguf) | i1-IQ2_M | 2.9 | | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-Q2_K_S.gguf) | i1-Q2_K_S | 2.9 | very low quality | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-Q2_K.gguf) | i1-Q2_K | 3.1 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 3.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-IQ3_XS.gguf) | i1-IQ3_XS | 3.4 | | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-Q3_K_S.gguf) | i1-Q3_K_S | 3.6 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-IQ3_S.gguf) | i1-IQ3_S | 3.6 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-IQ3_M.gguf) | i1-IQ3_M | 3.7 | | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-Q3_K_M.gguf) | i1-Q3_K_M | 3.9 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-Q3_K_L.gguf) | i1-Q3_K_L | 4.2 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-IQ4_XS.gguf) | i1-IQ4_XS | 4.3 | | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-IQ4_NL.gguf) | i1-IQ4_NL | 4.5 | prefer IQ4_XS | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-Q4_0.gguf) | i1-Q4_0 | 4.5 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-Q4_K_S.gguf) | i1-Q4_K_S | 4.6 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-Q4_K_M.gguf) | i1-Q4_K_M | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-Q4_1.gguf) | i1-Q4_1 | 5.0 | | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-Q5_K_S.gguf) | i1-Q5_K_S | 5.4 | | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.i1-Q5_K_M.gguf) | i1-Q5_K_M | 5.5 | | +| [GGUF](https://huggingface.co/mradermacher/Pathumma-llm-text-1.0.0-i1-GGUF/resolve/main/Pathumma-llm-text-1.0.0.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. + +