From 6e2491ffbfaa5d0ef8f94d7f26c57b3483254866 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Thu, 4 Jun 2026 02:18:12 +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: second-state/Hermes-2-Pro-Llama-3-8B-GGUF Source: Original Platform --- .gitattributes | 48 +++++++++++++++ Hermes-2-Pro-Llama-3-8B-Q2_K.gguf | 3 + Hermes-2-Pro-Llama-3-8B-Q3_K_L.gguf | 3 + Hermes-2-Pro-Llama-3-8B-Q3_K_M.gguf | 3 + Hermes-2-Pro-Llama-3-8B-Q3_K_S.gguf | 3 + Hermes-2-Pro-Llama-3-8B-Q4_0.gguf | 3 + Hermes-2-Pro-Llama-3-8B-Q4_K_M.gguf | 3 + Hermes-2-Pro-Llama-3-8B-Q4_K_S.gguf | 3 + Hermes-2-Pro-Llama-3-8B-Q5_0.gguf | 3 + Hermes-2-Pro-Llama-3-8B-Q5_K_M.gguf | 3 + Hermes-2-Pro-Llama-3-8B-Q5_K_S.gguf | 3 + Hermes-2-Pro-Llama-3-8B-Q6_K.gguf | 3 + Hermes-2-Pro-Llama-3-8B-Q8_0.gguf | 3 + Hermes-2-Pro-Llama-3-8B-f16.gguf | 3 + README.md | 96 +++++++++++++++++++++++++++++ config.json | 28 +++++++++ configuration.json | 1 + 17 files changed, 212 insertions(+) create mode 100644 .gitattributes create mode 100644 Hermes-2-Pro-Llama-3-8B-Q2_K.gguf create mode 100644 Hermes-2-Pro-Llama-3-8B-Q3_K_L.gguf create mode 100644 Hermes-2-Pro-Llama-3-8B-Q3_K_M.gguf create mode 100644 Hermes-2-Pro-Llama-3-8B-Q3_K_S.gguf create mode 100644 Hermes-2-Pro-Llama-3-8B-Q4_0.gguf create mode 100644 Hermes-2-Pro-Llama-3-8B-Q4_K_M.gguf create mode 100644 Hermes-2-Pro-Llama-3-8B-Q4_K_S.gguf create mode 100644 Hermes-2-Pro-Llama-3-8B-Q5_0.gguf create mode 100644 Hermes-2-Pro-Llama-3-8B-Q5_K_M.gguf create mode 100644 Hermes-2-Pro-Llama-3-8B-Q5_K_S.gguf create mode 100644 Hermes-2-Pro-Llama-3-8B-Q6_K.gguf create mode 100644 Hermes-2-Pro-Llama-3-8B-Q8_0.gguf create mode 100644 Hermes-2-Pro-Llama-3-8B-f16.gguf create mode 100644 README.md create mode 100644 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+ +
+
+ + +# Hermes-2-Pro-Llama-3-8B-GGUF + +## Original Model + +[NousResearch/Hermes-2-Pro-Llama-3-8B](https://huggingface.co/NousResearch/Hermes-2-Pro-Llama-3-8B) + +## Run with LlamaEdge + +- LlamaEdge version: [v0.11.3](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.11.3) and above + +- Prompt template + + - Prompt type: `chatml` + + - Prompt string + + ```text + <|im_start|>system + {system_message}<|im_end|> + <|im_start|>user + {user_message}<|im_end|> + <|im_start|>assistant + ``` + +- Context size: `4096` + +- Run as LlamaEdge service + + - Chat + + ```bash + wasmedge --dir .:. --nn-preload default:GGML:AUTO:Hermes-2-Pro-Llama-3-8B-Q5_K_M.gguf \ + llama-api-server.wasm \ + --prompt-template chatml \ + --ctx-size 4096 \ + --model-name hermes-2-pro-llama-3-8b + ``` + + - Tool use + + ```bash + wasmedge --dir .:. --nn-preload default:GGML:AUTO:Hermes-2-Pro-Llama-3-8B-Q5_K_M.gguf \ + llama-api-server.wasm \ + --prompt-template chatml-tool \ + --ctx-size 4096 \ + --model-name hermes-2-pro-llama-3-8b + ``` + +- Run as LlamaEdge command app + + ```bash + wasmedge --dir .:. --nn-preload default:GGML:AUTO:Hermes-2-Pro-Llama-3-8B-Q5_K_M.gguf \ + llama-chat.wasm \ + --prompt-template chatml \ + --ctx-size 4096 + ``` + +## Quantized GGUF Models + +| Name | Quant method | Bits | Size | Use case | +| ---- | ---- | ---- | ---- | ----- | +| [Hermes-2-Pro-Llama-3-8B-Q2_K.gguf](https://huggingface.co/second-state/Hermes-2-Pro-Llama-3-8B-GGUF/blob/main/Hermes-2-Pro-Llama-3-8B-Q2_K.gguf) | Q2_K | 2 | 3.18 GB| smallest, significant quality loss - not recommended for most purposes | +| [Hermes-2-Pro-Llama-3-8B-Q3_K_L.gguf](https://huggingface.co/second-state/Hermes-2-Pro-Llama-3-8B-GGUF/blob/main/Hermes-2-Pro-Llama-3-8B-Q3_K_L.gguf) | Q3_K_L | 3 | 4.32 GB| small, substantial quality loss | +| [Hermes-2-Pro-Llama-3-8B-Q3_K_M.gguf](https://huggingface.co/second-state/Hermes-2-Pro-Llama-3-8B-GGUF/blob/main/Hermes-2-Pro-Llama-3-8B-Q3_K_M.gguf) | Q3_K_M | 3 | 4.02 GB| very small, high quality loss | +| [Hermes-2-Pro-Llama-3-8B-Q3_K_S.gguf](https://huggingface.co/second-state/Hermes-2-Pro-Llama-3-8B-GGUF/blob/main/Hermes-2-Pro-Llama-3-8B-Q3_K_S.gguf) | Q3_K_S | 3 | 3.66 GB| very small, high quality loss | +| [Hermes-2-Pro-Llama-3-8B-Q4_0.gguf](https://huggingface.co/second-state/Hermes-2-Pro-Llama-3-8B-GGUF/blob/main/Hermes-2-Pro-Llama-3-8B-Q4_0.gguf) | Q4_0 | 4 | 4.66 GB| legacy; small, very high quality loss - prefer using Q3_K_M | +| [Hermes-2-Pro-Llama-3-8B-Q4_K_M.gguf](https://huggingface.co/second-state/Hermes-2-Pro-Llama-3-8B-GGUF/blob/main/Hermes-2-Pro-Llama-3-8B-Q4_K_M.gguf) | Q4_K_M | 4 | 4.92 GB| medium, balanced quality - recommended | +| [Hermes-2-Pro-Llama-3-8B-Q4_K_S.gguf](https://huggingface.co/second-state/Hermes-2-Pro-Llama-3-8B-GGUF/blob/main/Hermes-2-Pro-Llama-3-8B-Q4_K_S.gguf) | Q4_K_S | 4 | 4.69 GB| small, greater quality loss | +| [Hermes-2-Pro-Llama-3-8B-Q5_0.gguf](https://huggingface.co/second-state/Hermes-2-Pro-Llama-3-8B-GGUF/blob/main/Hermes-2-Pro-Llama-3-8B-Q5_0.gguf) | Q5_0 | 5 | 5.6 GB| legacy; medium, balanced quality - prefer using Q4_K_M | +| [Hermes-2-Pro-Llama-3-8B-Q5_K_M.gguf](https://huggingface.co/second-state/Hermes-2-Pro-Llama-3-8B-GGUF/blob/main/Hermes-2-Pro-Llama-3-8B-Q5_K_M.gguf) | Q5_K_M | 5 | 5.73 GB| large, very low quality loss - recommended | +| [Hermes-2-Pro-Llama-3-8B-Q5_K_S.gguf](https://huggingface.co/second-state/Hermes-2-Pro-Llama-3-8B-GGUF/blob/main/Hermes-2-Pro-Llama-3-8B-Q5_K_S.gguf) | Q5_K_S | 5 | 5.6 GB| large, low quality loss - recommended | +| [Hermes-2-Pro-Llama-3-8B-Q6_K.gguf](https://huggingface.co/second-state/Hermes-2-Pro-Llama-3-8B-GGUF/blob/main/Hermes-2-Pro-Llama-3-8B-Q6_K.gguf) | Q6_K | 6 | 6.6 GB| very large, extremely low quality loss | +| [Hermes-2-Pro-Llama-3-8B-Q8_0.gguf](https://huggingface.co/second-state/Hermes-2-Pro-Llama-3-8B-GGUF/blob/main/Hermes-2-Pro-Llama-3-8B-Q8_0.gguf) | Q8_0 | 8 | 8.54 GB| very large, extremely low quality loss - not recommended | +| [Hermes-2-Pro-Llama-3-8B-f16.gguf](https://huggingface.co/second-state/Hermes-2-Pro-Llama-3-8B-GGUF/blob/main/Hermes-2-Pro-Llama-3-8B-f16.gguf) | f16 | 16 | 16.1 GB| | + +*Quantized with llama.cpp b3135.* diff --git a/config.json b/config.json new file mode 100644 index 0000000..d1bf829 --- /dev/null +++ b/config.json @@ -0,0 +1,28 @@ +{ + "_name_or_path": "./hermes-2-pro-llama-3-8b-DPO", + "architectures": [ + "LlamaForCausalLM" + ], + "attention_bias": false, + "attention_dropout": 0.0, + "bos_token_id": 128000, + "eos_token_id": 128003, + "hidden_act": "silu", + "hidden_size": 4096, + "initializer_range": 0.02, + "intermediate_size": 14336, + "max_position_embeddings": 8192, + "model_type": "llama", + "num_attention_heads": 32, + "num_hidden_layers": 32, + "num_key_value_heads": 8, + "pretraining_tp": 1, + "rms_norm_eps": 1e-05, + "rope_scaling": null, + "rope_theta": 500000.0, + "tie_word_embeddings": false, + "torch_dtype": "float16", + "transformers_version": "4.40.1", + "use_cache": false, + "vocab_size": 128288 +} diff --git a/configuration.json b/configuration.json new file mode 100644 index 0000000..bbeeda1 --- /dev/null +++ b/configuration.json @@ -0,0 +1 @@ +{"framework": "pytorch", "task": "text-generation", "allow_remote": true} \ No newline at end of file