commit 5176db5d0142228ad941c683b67d292c3aa4ce84 Author: ModelHub XC Date: Thu Apr 9 12:48:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: second-state/gemma-2-27b-it-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..32b3d7f --- /dev/null +++ b/.gitattributes @@ -0,0 +1,49 @@ +*.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 +gemma-2-27b-it-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-27b-it-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-27b-it-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-27b-it-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-27b-it-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-27b-it-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-27b-it-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-27b-it-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-27b-it-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-27b-it-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-27b-it-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-27b-it-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-27b-it-f16-00001-of-00002.gguf filter=lfs diff=lfs merge=lfs -text +gemma-2-27b-it-f16-00002-of-00002.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..b7be28b --- /dev/null +++ b/README.md @@ -0,0 +1,86 @@ +--- +base_model: google/gemma-2-27b-it +inference: false +license: gemma +library_name: transformers +pipeline_tag: text-generation +model_creator: Google +model_name: gemma-2-27b-it +quantized_by: Second State Inc. +tags: +- conversational +--- + + + +
+ +
+
+ + +# Gemma-2-27b-it-GGUF + +## Original Model + +[google/gemma-2-27b-it](https://huggingface.co/google/gemma-2-27b-it) + +## Run with LlamaEdge + +- LlamaEdge version: [v0.12.1](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.12.1) and above + +- Prompt template + + - Prompt type: `gemma-instruct` + + - Prompt string + + ```text + user + {user_message} + model + {model_message}model + ``` + +- Context size: `8192` + +- Run as LlamaEdge service + + ```bash + wasmedge --dir .:. --nn-preload default:GGML:AUTO:gemma-2-27b-it-Q5_K_M.gguf \ + llama-api-server.wasm \ + --prompt-template gemma-instruct \ + --ctx-size 8192 \ + --model-name gemma-2-27b + ``` + +- Run as LlamaEdge command app + + ```bash + wasmedge --dir .:. \ + --nn-preload default:GGML:AUTO:gemma-2-27b-it-Q5_K_M.gguf \ + llama-chat.wasm \ + --prompt-template gemma-instruct \ + --ctx-size 8192 + ``` + +## Quantized GGUF Models + +| Name | Quant method | Bits | Size | Use case | +| ---- | ---- | ---- | ---- | ----- | +| [gemma-2-27b-it-Q2_K.gguf](https://huggingface.co/second-state/gemma-2-27b-it-GGUF/blob/main/gemma-2-27b-it-Q2_K.gguf) | Q2_K | 2 | 10.4 GB| smallest, significant quality loss - not recommended for most purposes | +| [gemma-2-27b-it-Q3_K_L.gguf](https://huggingface.co/second-state/gemma-2-27b-it-GGUF/blob/main/gemma-2-27b-it-Q3_K_L.gguf) | Q3_K_L | 3 | 14.5 GB| small, substantial quality loss | +| [gemma-2-27b-it-Q3_K_M.gguf](https://huggingface.co/second-state/gemma-2-27b-it-GGUF/blob/main/gemma-2-27b-it-Q3_K_M.gguf) | Q3_K_M | 3 | 13.4 GB| very small, high quality loss | +| [gemma-2-27b-it-Q3_K_S.gguf](https://huggingface.co/second-state/gemma-2-27b-it-GGUF/blob/main/gemma-2-27b-it-Q3_K_S.gguf) | Q3_K_S | 3 | 12.2 GB| very small, high quality loss | +| [gemma-2-27b-it-Q4_0.gguf](https://huggingface.co/second-state/gemma-2-27b-it-GGUF/blob/main/gemma-2-27b-it-Q4_0.gguf) | Q4_0 | 4 | 15.6 GB| legacy; small, very high quality loss - prefer using Q3_K_M | +| [gemma-2-27b-it-Q4_K_M.gguf](https://huggingface.co/second-state/gemma-2-27b-it-GGUF/blob/main/gemma-2-27b-it-Q4_K_M.gguf) | Q4_K_M | 4 | 16.6 GB| medium, balanced quality - recommended | +| [gemma-2-27b-it-Q4_K_S.gguf](https://huggingface.co/second-state/gemma-2-27b-it-GGUF/blob/main/gemma-2-27b-it-Q4_K_S.gguf) | Q4_K_S | 4 | 15.7 GB| small, greater quality loss | +| [gemma-2-27b-it-Q5_0.gguf](https://huggingface.co/second-state/gemma-2-27b-it-GGUF/blob/main/gemma-2-27b-it-Q5_0.gguf) | Q5_0 | 5 | 18.9 GB| legacy; medium, balanced quality - prefer using Q4_K_M | +| [gemma-2-27b-it-Q5_K_M.gguf](https://huggingface.co/second-state/gemma-2-27b-it-GGUF/blob/main/gemma-2-27b-it-Q5_K_M.gguf) | Q5_K_M | 5 | 19.4 GB| large, very low quality loss - recommended | +| [gemma-2-27b-it-Q5_K_S.gguf](https://huggingface.co/second-state/gemma-2-27b-it-GGUF/blob/main/gemma-2-27b-it-Q5_K_S.gguf) | Q5_K_S | 5 | 18.9 GB| large, low quality loss - recommended | +| [gemma-2-27b-it-Q6_K.gguf](https://huggingface.co/second-state/gemma-2-27b-it-GGUF/blob/main/gemma-2-27b-it-Q6_K.gguf) | Q6_K | 6 | 22.3 GB| very large, extremely low quality loss | +| [gemma-2-27b-it-Q8_0.gguf](https://huggingface.co/second-state/gemma-2-27b-it-GGUF/blob/main/gemma-2-27b-it-Q8_0.gguf) | Q8_0 | 8 | 28.9 GB| very large, extremely low quality loss - not recommended | +| [gemma-2-27b-it-f16-00001-of-00002.gguf](https://huggingface.co/second-state/gemma-2-27b-it-GGUF/blob/main/gemma-2-27b-it-f16-00001-of-00002.gguf) | f16 | 16 | 29.9 GB| | +| [gemma-2-27b-it-f16-00002-of-00002.gguf](https://huggingface.co/second-state/gemma-2-27b-it-GGUF/blob/main/gemma-2-27b-it-f16-00002-of-00002.gguf) | f16 | 16 | 24.6 GB| | + +*Quantized with llama.cpp b3259* \ No newline at end of file diff --git a/config.json b/config.json new file mode 100644 index 0000000..2f1eb57 --- /dev/null +++ b/config.json @@ -0,0 +1,33 @@ +{ + "architectures": [ + "Gemma2ForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "attn_logit_softcapping": 50.0, + "bos_token_id": 2, + "cache_implementation": "hybrid", + "eos_token_id": 1, + "final_logit_softcapping": 30.0, + "head_dim": 128, + "hidden_act": "gelu_pytorch_tanh", + "hidden_activation": "gelu_pytorch_tanh", + "hidden_size": 4608, + "initializer_range": 0.02, + "intermediate_size": 36864, + "max_position_embeddings": 8192, + "model_type": "gemma2", + "num_attention_heads": 32, + "num_hidden_layers": 46, + "num_key_value_heads": 16, + "pad_token_id": 0, + "query_pre_attn_scalar": 144, + "rms_norm_eps": 1e-06, + "rope_theta": 10000.0, + "sliding_window": 4096, + "sliding_window_size": 4096, + "torch_dtype": "bfloat16", + "transformers_version": "4.42.0.dev0", + "use_cache": true, + "vocab_size": 256000 +} diff --git a/configuration.json b/configuration.json new file mode 100644 index 0000000..09d65e5 --- /dev/null +++ b/configuration.json @@ -0,0 +1 @@ +{"framework":"other","task":"text-generation"} \ No newline at 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