commit ae607802e7c497ac894b63aa0a76c5587dabe3ab Author: ModelHub XC Date: Thu Apr 30 10:40:03 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/Akshara-8B-Llama-Multilingual-V0.1-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..b9ff1a0 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,47 @@ +*.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 +Akshara-8B-Llama-Multilingual-V0.1.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Akshara-8B-Llama-Multilingual-V0.1.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +Akshara-8B-Llama-Multilingual-V0.1.f16.gguf filter=lfs diff=lfs merge=lfs -text +Akshara-8B-Llama-Multilingual-V0.1.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +Akshara-8B-Llama-Multilingual-V0.1.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +Akshara-8B-Llama-Multilingual-V0.1.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Akshara-8B-Llama-Multilingual-V0.1.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Akshara-8B-Llama-Multilingual-V0.1.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +Akshara-8B-Llama-Multilingual-V0.1.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Akshara-8B-Llama-Multilingual-V0.1.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +Akshara-8B-Llama-Multilingual-V0.1.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +Akshara-8B-Llama-Multilingual-V0.1.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/Akshara-8B-Llama-Multilingual-V0.1.IQ4_XS.gguf b/Akshara-8B-Llama-Multilingual-V0.1.IQ4_XS.gguf new file mode 100644 index 0000000..37839ad --- /dev/null +++ b/Akshara-8B-Llama-Multilingual-V0.1.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f8945f8e79c3d4905db0870b03517d2470e54b574296e2a87ea344a47c620ab +size 4484363872 diff --git a/Akshara-8B-Llama-Multilingual-V0.1.Q2_K.gguf b/Akshara-8B-Llama-Multilingual-V0.1.Q2_K.gguf new file mode 100644 index 0000000..f54c9c7 --- /dev/null +++ b/Akshara-8B-Llama-Multilingual-V0.1.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:23d8814fd4712e32b9317369226ea4d2c76ecb0a6d0277de6475440ce5955b1d +size 3179132512 diff --git a/Akshara-8B-Llama-Multilingual-V0.1.Q3_K_L.gguf b/Akshara-8B-Llama-Multilingual-V0.1.Q3_K_L.gguf new file mode 100644 index 0000000..3d9760f --- /dev/null +++ b/Akshara-8B-Llama-Multilingual-V0.1.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:12a0e48d711c2d2e7a92764522ae32c3a86a60563efc26adc035cf6fb37fcb30 +size 4321957472 diff --git a/Akshara-8B-Llama-Multilingual-V0.1.Q3_K_M.gguf b/Akshara-8B-Llama-Multilingual-V0.1.Q3_K_M.gguf new file mode 100644 index 0000000..8212721 --- /dev/null +++ b/Akshara-8B-Llama-Multilingual-V0.1.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c0c0312292d3f52635f166d5b4611f2b8f414c2cd2427e5b01ac5f03a2955aa9 +size 4018919008 diff --git a/Akshara-8B-Llama-Multilingual-V0.1.Q3_K_S.gguf b/Akshara-8B-Llama-Multilingual-V0.1.Q3_K_S.gguf new file mode 100644 index 0000000..ea5743f --- /dev/null +++ b/Akshara-8B-Llama-Multilingual-V0.1.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b2a0aea91f2efd50bad8563e40060e2a4d7fda2171b1a53bfe3b8cf0fa359f5 +size 3664500320 diff --git a/Akshara-8B-Llama-Multilingual-V0.1.Q4_K_M.gguf b/Akshara-8B-Llama-Multilingual-V0.1.Q4_K_M.gguf new file mode 100644 index 0000000..59922ce --- /dev/null +++ b/Akshara-8B-Llama-Multilingual-V0.1.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fd1f6778c16710e8854507736db96af451ffa43d362b614c8de5f7b45e1a033a +size 4920735328 diff --git a/Akshara-8B-Llama-Multilingual-V0.1.Q4_K_S.gguf b/Akshara-8B-Llama-Multilingual-V0.1.Q4_K_S.gguf new file mode 100644 index 0000000..f31cfcc --- /dev/null +++ b/Akshara-8B-Llama-Multilingual-V0.1.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:055506151a886ebb9e9b2f018a71e2ebfe38c6ca26e302476b561521df2cb6e3 +size 4692670048 diff --git a/Akshara-8B-Llama-Multilingual-V0.1.Q5_K_M.gguf b/Akshara-8B-Llama-Multilingual-V0.1.Q5_K_M.gguf new file mode 100644 index 0000000..469c766 --- /dev/null +++ b/Akshara-8B-Llama-Multilingual-V0.1.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f469a19438de067894266b4fdad9a62f5c735cd7a3368673bf3a573d188f479a +size 5732988512 diff --git a/Akshara-8B-Llama-Multilingual-V0.1.Q5_K_S.gguf b/Akshara-8B-Llama-Multilingual-V0.1.Q5_K_S.gguf new file mode 100644 index 0000000..4978b17 --- /dev/null +++ b/Akshara-8B-Llama-Multilingual-V0.1.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b8799e5bb0a5814d7186c2b0b82ba0eb683d9034f101dac85403fb6db36bcc4 +size 5599295072 diff --git a/Akshara-8B-Llama-Multilingual-V0.1.Q6_K.gguf b/Akshara-8B-Llama-Multilingual-V0.1.Q6_K.gguf new file mode 100644 index 0000000..475cc3b --- /dev/null +++ b/Akshara-8B-Llama-Multilingual-V0.1.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:45f0b3eb992882151fe918300e7a0d9d25c625a413d773d8a740aac908e1eec6 +size 6596007520 diff --git a/Akshara-8B-Llama-Multilingual-V0.1.Q8_0.gguf b/Akshara-8B-Llama-Multilingual-V0.1.Q8_0.gguf new file mode 100644 index 0000000..0d41ab3 --- /dev/null +++ b/Akshara-8B-Llama-Multilingual-V0.1.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:610e4377586d7b7d15841fe3452d8907527f8ef4d3bab397255a26aca688b95f +size 8540771936 diff --git a/Akshara-8B-Llama-Multilingual-V0.1.f16.gguf b/Akshara-8B-Llama-Multilingual-V0.1.f16.gguf new file mode 100644 index 0000000..d8eef8c --- /dev/null +++ b/Akshara-8B-Llama-Multilingual-V0.1.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9b0884bcd8b900dca65b8fd69bdb2412b498d5c8503ec21b2bca7f59b6cd2780 +size 16068892256 diff --git a/README.md b/README.md new file mode 100644 index 0000000..c292297 --- /dev/null +++ b/README.md @@ -0,0 +1,78 @@ +--- +base_model: SVECTOR-CORPORATION/Akshara-8B-Llama-Multilingual-V0.1 +language: +- en +- gu +- hi +- mr +- kn +- pa +- te +- ta +library_name: transformers +license: apache-2.0 +quantized_by: mradermacher +tags: +- multilingual +- India +- Hindi +- Gujarati +- English +- SVECTOR +--- +## About + + + + + + +static quants of https://huggingface.co/SVECTOR-CORPORATION/Akshara-8B-Llama-Multilingual-V0.1 + + +weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. +## 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/Akshara-8B-Llama-Multilingual-V0.1-GGUF/resolve/main/Akshara-8B-Llama-Multilingual-V0.1.Q2_K.gguf) | Q2_K | 3.3 | | +| [GGUF](https://huggingface.co/mradermacher/Akshara-8B-Llama-Multilingual-V0.1-GGUF/resolve/main/Akshara-8B-Llama-Multilingual-V0.1.Q3_K_S.gguf) | Q3_K_S | 3.8 | | +| [GGUF](https://huggingface.co/mradermacher/Akshara-8B-Llama-Multilingual-V0.1-GGUF/resolve/main/Akshara-8B-Llama-Multilingual-V0.1.Q3_K_M.gguf) | Q3_K_M | 4.1 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/Akshara-8B-Llama-Multilingual-V0.1-GGUF/resolve/main/Akshara-8B-Llama-Multilingual-V0.1.Q3_K_L.gguf) | Q3_K_L | 4.4 | | +| [GGUF](https://huggingface.co/mradermacher/Akshara-8B-Llama-Multilingual-V0.1-GGUF/resolve/main/Akshara-8B-Llama-Multilingual-V0.1.IQ4_XS.gguf) | IQ4_XS | 4.6 | | +| [GGUF](https://huggingface.co/mradermacher/Akshara-8B-Llama-Multilingual-V0.1-GGUF/resolve/main/Akshara-8B-Llama-Multilingual-V0.1.Q4_K_S.gguf) | Q4_K_S | 4.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Akshara-8B-Llama-Multilingual-V0.1-GGUF/resolve/main/Akshara-8B-Llama-Multilingual-V0.1.Q4_K_M.gguf) | Q4_K_M | 5.0 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/Akshara-8B-Llama-Multilingual-V0.1-GGUF/resolve/main/Akshara-8B-Llama-Multilingual-V0.1.Q5_K_S.gguf) | Q5_K_S | 5.7 | | +| [GGUF](https://huggingface.co/mradermacher/Akshara-8B-Llama-Multilingual-V0.1-GGUF/resolve/main/Akshara-8B-Llama-Multilingual-V0.1.Q5_K_M.gguf) | Q5_K_M | 5.8 | | +| [GGUF](https://huggingface.co/mradermacher/Akshara-8B-Llama-Multilingual-V0.1-GGUF/resolve/main/Akshara-8B-Llama-Multilingual-V0.1.Q6_K.gguf) | Q6_K | 6.7 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/Akshara-8B-Llama-Multilingual-V0.1-GGUF/resolve/main/Akshara-8B-Llama-Multilingual-V0.1.Q8_0.gguf) | Q8_0 | 8.6 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/Akshara-8B-Llama-Multilingual-V0.1-GGUF/resolve/main/Akshara-8B-Llama-Multilingual-V0.1.f16.gguf) | f16 | 16.2 | 16 bpw, overkill | + +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. + +