commit 80cf58db674467e47e65a62868501feef1070d6b Author: ModelHub XC Date: Fri May 1 01:03:06 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/HelpingAI-3B-hindi-i1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..51e8f31 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,57 @@ +*.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 +HelpingAI-3B-hindi.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-3B-hindi.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-3B-hindi.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-3B-hindi.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-3B-hindi.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-3B-hindi.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-3B-hindi.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-3B-hindi.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-3B-hindi.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-3B-hindi.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-3B-hindi.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-3B-hindi.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-3B-hindi.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-3B-hindi.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-3B-hindi.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-3B-hindi.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-3B-hindi.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-3B-hindi.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-3B-hindi.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-3B-hindi.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text +HelpingAI-3B-hindi.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/HelpingAI-3B-hindi.i1-IQ1_M.gguf b/HelpingAI-3B-hindi.i1-IQ1_M.gguf new file mode 100644 index 0000000..f8a4bc2 --- /dev/null +++ b/HelpingAI-3B-hindi.i1-IQ1_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa30e4405d4510cb38081655ffe9b411990f5fe2a2516ce907d76e0b4648de7b +size 727813440 diff --git a/HelpingAI-3B-hindi.i1-IQ1_S.gguf b/HelpingAI-3B-hindi.i1-IQ1_S.gguf new file mode 100644 index 0000000..02c8b9d --- /dev/null +++ b/HelpingAI-3B-hindi.i1-IQ1_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0124e9af317f6f13a3932b63e8b7666e3293c9a32938725e63231b777d1630c1 +size 679828800 diff --git a/HelpingAI-3B-hindi.i1-IQ2_M.gguf b/HelpingAI-3B-hindi.i1-IQ2_M.gguf new file mode 100644 index 0000000..d49a1c6 --- /dev/null +++ b/HelpingAI-3B-hindi.i1-IQ2_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f81c0e206fad8ec06b665194f66fac30fe73ec0df7fabb0f6078d615176e70e +size 1013352416 diff --git a/HelpingAI-3B-hindi.i1-IQ2_S.gguf b/HelpingAI-3B-hindi.i1-IQ2_S.gguf new file mode 100644 index 0000000..2649fd4 --- /dev/null +++ b/HelpingAI-3B-hindi.i1-IQ2_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9aeb5d64e5a2e60fabe7454a5ff7fae7463b8531f1ba7e256faba743f04f5fb5 +size 949372896 diff --git a/HelpingAI-3B-hindi.i1-IQ2_XS.gguf b/HelpingAI-3B-hindi.i1-IQ2_XS.gguf new file mode 100644 index 0000000..95a12e8 --- /dev/null +++ b/HelpingAI-3B-hindi.i1-IQ2_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d7d93db680f5e6de0ba712545719371f025816877927ee3e88c3e557a179c3b7 +size 878320960 diff --git a/HelpingAI-3B-hindi.i1-IQ2_XXS.gguf b/HelpingAI-3B-hindi.i1-IQ2_XXS.gguf new file mode 100644 index 0000000..ad688d6 --- /dev/null +++ b/HelpingAI-3B-hindi.i1-IQ2_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e954639f13aa56c41b049a8b795f31f4c101e1482bb04204d9acaa406dc3a19f +size 807787840 diff --git a/HelpingAI-3B-hindi.i1-IQ3_M.gguf b/HelpingAI-3B-hindi.i1-IQ3_M.gguf new file mode 100644 index 0000000..4793e24 --- /dev/null +++ b/HelpingAI-3B-hindi.i1-IQ3_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:04748d02fe4552c7bac727b22551811026e5612e6812861bdecdecfefdafbd4f +size 1319482208 diff --git a/HelpingAI-3B-hindi.i1-IQ3_S.gguf b/HelpingAI-3B-hindi.i1-IQ3_S.gguf new file mode 100644 index 0000000..ac331a4 --- /dev/null +++ b/HelpingAI-3B-hindi.i1-IQ3_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7b230c5b3423c21d160a48f805541595d8f9752feab6be7f6e5ede5dc3a6b66b +size 1254376288 diff --git a/HelpingAI-3B-hindi.i1-IQ3_XS.gguf b/HelpingAI-3B-hindi.i1-IQ3_XS.gguf new file mode 100644 index 0000000..47947ae --- /dev/null +++ b/HelpingAI-3B-hindi.i1-IQ3_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c67ae006b71f1fd484837ae649c76536ef95efd40e451ad9dcb50620ab94c39a +size 1194902368 diff --git a/HelpingAI-3B-hindi.i1-IQ3_XXS.gguf b/HelpingAI-3B-hindi.i1-IQ3_XXS.gguf new file mode 100644 index 0000000..4420f9f --- /dev/null +++ b/HelpingAI-3B-hindi.i1-IQ3_XXS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:984d7c331515399ccd5d4d21c2c4922301143039d07e9f9a6c00d32ad3419f02 +size 1101948896 diff --git a/HelpingAI-3B-hindi.i1-IQ4_XS.gguf b/HelpingAI-3B-hindi.i1-IQ4_XS.gguf new file mode 100644 index 0000000..2dceeec --- /dev/null +++ b/HelpingAI-3B-hindi.i1-IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec81b9a8d5f45ec0838b41dea371c0adc7c1c08ce7a570ae141f6e8a6ae79e6e +size 1525169664 diff --git a/HelpingAI-3B-hindi.i1-Q2_K.gguf b/HelpingAI-3B-hindi.i1-Q2_K.gguf new file mode 100644 index 0000000..15d17c2 --- /dev/null +++ b/HelpingAI-3B-hindi.i1-Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a8b1f42cc045ba8f2865237b9b348fd4e31275fb42dd1810509c45195c6e98fc +size 1083689152 diff --git a/HelpingAI-3B-hindi.i1-Q3_K_L.gguf b/HelpingAI-3B-hindi.i1-Q3_K_L.gguf new file mode 100644 index 0000000..b42dae2 --- /dev/null +++ b/HelpingAI-3B-hindi.i1-Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:83ed65718f9700308fbef5eea15242b65a06cabc5f1e1464ddb119f9eac92fea +size 1508492128 diff --git a/HelpingAI-3B-hindi.i1-Q3_K_M.gguf b/HelpingAI-3B-hindi.i1-Q3_K_M.gguf new file mode 100644 index 0000000..a15450a --- /dev/null +++ b/HelpingAI-3B-hindi.i1-Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:89e8f488157d7b83ec796e84d7672d6d1ee556d7f89fc9ed0664b7e937f34cf8 +size 1391346528 diff --git a/HelpingAI-3B-hindi.i1-Q3_K_S.gguf b/HelpingAI-3B-hindi.i1-Q3_K_S.gguf new file mode 100644 index 0000000..34bda83 --- /dev/null +++ b/HelpingAI-3B-hindi.i1-Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b7ed90b239ef9490f935816acd1595ca7ced1edaaaa3f6eac564f83081194d32 +size 1254376288 diff --git a/HelpingAI-3B-hindi.i1-Q4_0.gguf b/HelpingAI-3B-hindi.i1-Q4_0.gguf new file mode 100644 index 0000000..0caf248 --- /dev/null +++ b/HelpingAI-3B-hindi.i1-Q4_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:18fb14fecd526a906d8c55bd6edf509db2ee62b75505bdbd8ac8a2dec49d2a6e +size 1612914368 diff --git a/HelpingAI-3B-hindi.i1-Q4_K_M.gguf b/HelpingAI-3B-hindi.i1-Q4_K_M.gguf new file mode 100644 index 0000000..b4a0190 --- /dev/null +++ b/HelpingAI-3B-hindi.i1-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c794be8114b007def8966d9700fec4804e150e8897b25b4c7df91a6f58eb6ec +size 1708515008 diff --git a/HelpingAI-3B-hindi.i1-Q4_K_S.gguf b/HelpingAI-3B-hindi.i1-Q4_K_S.gguf new file mode 100644 index 0000000..2af35c8 --- /dev/null +++ b/HelpingAI-3B-hindi.i1-Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:187f3a1cab97b9cf3ebfb7dcaefd9c3b6de45850442e844166e10b4ca26312ad +size 1620614848 diff --git a/HelpingAI-3B-hindi.i1-Q5_K_M.gguf b/HelpingAI-3B-hindi.i1-Q5_K_M.gguf new file mode 100644 index 0000000..dd49b24 --- /dev/null +++ b/HelpingAI-3B-hindi.i1-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d7346ea3ea920227bf0394c9e78ee1697ec5cc69e6387b208e38c2956b500eb +size 1993302528 diff --git a/HelpingAI-3B-hindi.i1-Q5_K_S.gguf b/HelpingAI-3B-hindi.i1-Q5_K_S.gguf new file mode 100644 index 0000000..d0f4e36 --- /dev/null +++ b/HelpingAI-3B-hindi.i1-Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:548b51def28877ae36edbaff98cc44243e43988e474d4f0653a3498c13b4a387 +size 1941774848 diff --git a/HelpingAI-3B-hindi.i1-Q6_K.gguf b/HelpingAI-3B-hindi.i1-Q6_K.gguf new file mode 100644 index 0000000..ed07883 --- /dev/null +++ b/HelpingAI-3B-hindi.i1-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2fcc28345cee8909f7cbcb488198e245e79c7c4dcd7dbe9442a67193c158086 +size 2295889280 diff --git a/README.md b/README.md new file mode 100644 index 0000000..cbbd7c0 --- /dev/null +++ b/README.md @@ -0,0 +1,83 @@ +--- +base_model: OEvortex/HelpingAI-3B-hindi +datasets: +- OEvortex/SentimentSynth +- OEvortex/EmotionalIntelligence-10K +language: +- hi +- en +library_name: transformers +license: other +license_link: LICENSE +license_name: helpingai +quantized_by: mradermacher +tags: +- HelpingAI +- Emotional Intelligence +- EQ +--- +## About + + + + + + +weighted/imatrix quants of https://huggingface.co/OEvortex/HelpingAI-3B-hindi + + +static quants are available at https://huggingface.co/mradermacher/HelpingAI-3B-hindi-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/HelpingAI-3B-hindi-i1-GGUF/resolve/main/HelpingAI-3B-hindi.i1-IQ1_S.gguf) | i1-IQ1_S | 0.8 | for the desperate | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-3B-hindi-i1-GGUF/resolve/main/HelpingAI-3B-hindi.i1-IQ1_M.gguf) | i1-IQ1_M | 0.8 | mostly desperate | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-3B-hindi-i1-GGUF/resolve/main/HelpingAI-3B-hindi.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-3B-hindi-i1-GGUF/resolve/main/HelpingAI-3B-hindi.i1-IQ2_XS.gguf) | i1-IQ2_XS | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-3B-hindi-i1-GGUF/resolve/main/HelpingAI-3B-hindi.i1-IQ2_S.gguf) | i1-IQ2_S | 1.0 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-3B-hindi-i1-GGUF/resolve/main/HelpingAI-3B-hindi.i1-IQ2_M.gguf) | i1-IQ2_M | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-3B-hindi-i1-GGUF/resolve/main/HelpingAI-3B-hindi.i1-Q2_K.gguf) | i1-Q2_K | 1.2 | IQ3_XXS probably better | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-3B-hindi-i1-GGUF/resolve/main/HelpingAI-3B-hindi.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 1.2 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-3B-hindi-i1-GGUF/resolve/main/HelpingAI-3B-hindi.i1-IQ3_XS.gguf) | i1-IQ3_XS | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-3B-hindi-i1-GGUF/resolve/main/HelpingAI-3B-hindi.i1-IQ3_S.gguf) | i1-IQ3_S | 1.4 | beats Q3_K* | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-3B-hindi-i1-GGUF/resolve/main/HelpingAI-3B-hindi.i1-Q3_K_S.gguf) | i1-Q3_K_S | 1.4 | IQ3_XS probably better | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-3B-hindi-i1-GGUF/resolve/main/HelpingAI-3B-hindi.i1-IQ3_M.gguf) | i1-IQ3_M | 1.4 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-3B-hindi-i1-GGUF/resolve/main/HelpingAI-3B-hindi.i1-Q3_K_M.gguf) | i1-Q3_K_M | 1.5 | IQ3_S probably better | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-3B-hindi-i1-GGUF/resolve/main/HelpingAI-3B-hindi.i1-Q3_K_L.gguf) | i1-Q3_K_L | 1.6 | IQ3_M probably better | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-3B-hindi-i1-GGUF/resolve/main/HelpingAI-3B-hindi.i1-IQ4_XS.gguf) | i1-IQ4_XS | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-3B-hindi-i1-GGUF/resolve/main/HelpingAI-3B-hindi.i1-Q4_0.gguf) | i1-Q4_0 | 1.7 | fast, low quality | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-3B-hindi-i1-GGUF/resolve/main/HelpingAI-3B-hindi.i1-Q4_K_S.gguf) | i1-Q4_K_S | 1.7 | optimal size/speed/quality | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-3B-hindi-i1-GGUF/resolve/main/HelpingAI-3B-hindi.i1-Q4_K_M.gguf) | i1-Q4_K_M | 1.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-3B-hindi-i1-GGUF/resolve/main/HelpingAI-3B-hindi.i1-Q5_K_S.gguf) | i1-Q5_K_S | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-3B-hindi-i1-GGUF/resolve/main/HelpingAI-3B-hindi.i1-Q5_K_M.gguf) | i1-Q5_K_M | 2.1 | | +| [GGUF](https://huggingface.co/mradermacher/HelpingAI-3B-hindi-i1-GGUF/resolve/main/HelpingAI-3B-hindi.i1-Q6_K.gguf) | i1-Q6_K | 2.4 | 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/imatrix.dat b/imatrix.dat new file mode 100644 index 0000000..832be72 --- /dev/null +++ b/imatrix.dat @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2a4d932e9ee2823f6a3ff19af8f3f5e640bfc218706839d87d0b3cbfeb30b0f5 +size 2858237