From 0661f07c0c3563f50a8965ea8cc17d0ded48d266 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Fri, 17 Jul 2026 17:26:11 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: h2oai/h2o-danube3-500m-chat-GGUF Source: Original Platform --- .gitattributes | 40 ++++++++++++++++++++++++++ README.md | 48 +++++++++++++++++++++++++++++++ h2o-danube3-500m-chat-F16.gguf | 3 ++ h2o-danube3-500m-chat-Q4_K_M.gguf | 3 ++ h2o-danube3-500m-chat-Q5_K_M.gguf | 3 ++ h2o-danube3-500m-chat-Q6_K.gguf | 3 ++ h2o-danube3-500m-chat-Q8_0.gguf | 3 ++ 7 files changed, 103 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 h2o-danube3-500m-chat-F16.gguf create mode 100644 h2o-danube3-500m-chat-Q4_K_M.gguf create mode 100644 h2o-danube3-500m-chat-Q5_K_M.gguf create mode 100644 h2o-danube3-500m-chat-Q6_K.gguf create mode 100644 h2o-danube3-500m-chat-Q8_0.gguf diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..34980fc --- /dev/null +++ b/.gitattributes @@ -0,0 +1,40 @@ +*.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 +h2o-danube3-500m-chat-F16.gguf filter=lfs diff=lfs merge=lfs -text +h2o-danube3-500m-chat-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +h2o-danube3-500m-chat-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +h2o-danube3-500m-chat-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +h2o-danube3-500m-chat-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..efe998c --- /dev/null +++ b/README.md @@ -0,0 +1,48 @@ +--- +language: +- en +library_name: transformers +license: apache-2.0 +tags: +- gpt +- llm +- large language model +- h2o-llmstudio +thumbnail: >- + https://h2o.ai/etc.clientlibs/h2o/clientlibs/clientlib-site/resources/images/favicon.ico +pipeline_tag: text-generation +quantized_by: h2oai +--- + +# h2o-danube3-500m-chat-GGUF +- Model creator: [H2O.ai](https://huggingface.co/h2oai) +- Original model: [h2oai/h2o-danube3-500m-chat](https://huggingface.co/h2oai/h2o-danube3-500m-chat) + +## Description + +This repo contains GGUF format model files for [h2o-danube3-500m-chat](https://huggingface.co/h2oai/h2o-danube3-500m-chat) quantized using [llama.cpp](https://github.com/ggerganov/llama.cpp/) framework. + +Table below summarizes different quantized versions of [h2o-danube3-500m-chat](https://huggingface.co/h2oai/h2o-danube3-500m-chat). It shows the trade-off between size, speed and quality of the models. + + +| Name | Quant method | Model size | MT-Bench AVG | Perplexity | Tokens per second | +|:----------------------------------|:----------------------------------:|:----------:|:------------:|:------------:|:-------------------:| +| [h2o-danube3-500m-chat-F16.gguf](https://huggingface.co/h2oai/h2o-danube3-500m-chat-GGUF/blob/main/h2o-danube3-500m-chat-F16.gguf) | F16 | 1.03 GB | 3.34 | 9.46 | 1870 | +| [h2o-danube3-500m-chat-Q8_0.gguf](https://huggingface.co/h2oai/h2o-danube3-500m-chat-GGUF/blob/main/h2o-danube3-500m-chat-Q8_0.gguf) | Q8_0 | 0.55 GB | 3.76 | 9.46 | 2144 | +| [h2o-danube3-500m-chat-Q6_K.gguf](https://huggingface.co/h2oai/h2o-danube3-500m-chat-GGUF/blob/main/h2o-danube3-500m-chat-Q6_K.gguf) | Q6_K | 0.42 GB | 3.77 | 9.46 | 2418 | +| [h2o-danube3-500m-chat-Q5_K_M.gguf](https://huggingface.co/h2oai/h2o-danube3-500m-chat-GGUF/blob/main/h2o-danube3-500m-chat-Q5_K_M.gguf) | Q5_K_M | 0.37 GB | 3.20 | 9.55 | 2430 | +| [h2o-danube3-500m-chat-Q4_K_M.gguf](https://huggingface.co/h2oai/h2o-danube3-500m-chat-GGUF/blob/main/h2o-danube3-500m-chat-Q4_K_M.gguf) | Q4_K_M | 0.32 GB | 3.16 | 9.96 | 2427 | + +Columns in the table are: +* Name -- model name and link +* Quant method -- quantization method +* Model size -- size of the model in gigabytes +* MT-Bench AVG -- [MT-Bench](https://arxiv.org/abs/2306.05685) benchmark score. The score is from 1 to 10, the higher, the better +* Perplexity -- perplexity metric on WikiText-2 dataset. It's reported in a perplexity test from llama.cpp. The lower, the better +* Tokens per second -- generation speed in tokens per second, as reported in a perplexity test from llama.cpp. The higher, the better. Speed tests are done on a single H100 GPU + + +## Prompt template +``` +<|prompt|>Why is drinking water so healthy?<|answer|> +``` diff --git a/h2o-danube3-500m-chat-F16.gguf b/h2o-danube3-500m-chat-F16.gguf new file mode 100644 index 0000000..3b20f69 --- /dev/null +++ b/h2o-danube3-500m-chat-F16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:374d7e67708ba8f193265124262917926dbfdde5c0fc9ecb6857e2dd2def4382 +size 1028010144 diff --git a/h2o-danube3-500m-chat-Q4_K_M.gguf b/h2o-danube3-500m-chat-Q4_K_M.gguf new file mode 100644 index 0000000..89f2ca3 --- /dev/null +++ b/h2o-danube3-500m-chat-Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:021f78849c5670ecb2aa4cd7c5972eee0a3c9e41e33e5902c408a2ab989f0b43 +size 317877408 diff --git a/h2o-danube3-500m-chat-Q5_K_M.gguf b/h2o-danube3-500m-chat-Q5_K_M.gguf new file mode 100644 index 0000000..60a6f2e --- /dev/null +++ b/h2o-danube3-500m-chat-Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:32645ff099bb40bf1f9d5035b5cda887ed54d3760e0ab1b5ac2dc8cdd2f7ab42 +size 368454816 diff --git a/h2o-danube3-500m-chat-Q6_K.gguf b/h2o-danube3-500m-chat-Q6_K.gguf new file mode 100644 index 0000000..986acc4 --- /dev/null +++ b/h2o-danube3-500m-chat-Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a2cb179fcfa53399d24dbfc2bd8aaf86e6627ece685216855505b14435c1be7 +size 422193312 diff --git a/h2o-danube3-500m-chat-Q8_0.gguf b/h2o-danube3-500m-chat-Q8_0.gguf new file mode 100644 index 0000000..4518b88 --- /dev/null +++ b/h2o-danube3-500m-chat-Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:585cb770ecfb48c77dacfdd250e6dab9adc62ef10f094630ed39d383fe4372d9 +size 546566304