From 97ee9b5065ab7ba24bdb90e536125e6962f01652 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Wed, 7 Oct 2026 19:01:18 +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/SmolLM3-3B-GGUF Source: Original Platform --- .gitattributes | 48 +++++++++++ README.md | 189 +++++++++++++++++++++++++++++++++++++++++ SmolLM3-3B-Q2_K.gguf | 3 + SmolLM3-3B-Q3_K_L.gguf | 3 + SmolLM3-3B-Q3_K_M.gguf | 3 + SmolLM3-3B-Q3_K_S.gguf | 3 + SmolLM3-3B-Q4_0.gguf | 3 + SmolLM3-3B-Q4_K_M.gguf | 3 + SmolLM3-3B-Q4_K_S.gguf | 3 + SmolLM3-3B-Q5_0.gguf | 3 + SmolLM3-3B-Q5_K_M.gguf | 3 + SmolLM3-3B-Q5_K_S.gguf | 3 + SmolLM3-3B-Q6_K.gguf | 3 + SmolLM3-3B-Q8_0.gguf | 3 + SmolLM3-3B-f16.gguf | 3 + config.json | 108 +++++++++++++++++++++++ 16 files changed, 384 insertions(+) create mode 100644 .gitattributes create mode 100644 README.md create mode 100644 SmolLM3-3B-Q2_K.gguf create mode 100644 SmolLM3-3B-Q3_K_L.gguf create mode 100644 SmolLM3-3B-Q3_K_M.gguf create mode 100644 SmolLM3-3B-Q3_K_S.gguf create mode 100644 SmolLM3-3B-Q4_0.gguf create mode 100644 SmolLM3-3B-Q4_K_M.gguf create mode 100644 SmolLM3-3B-Q4_K_S.gguf create mode 100644 SmolLM3-3B-Q5_0.gguf create mode 100644 SmolLM3-3B-Q5_K_M.gguf create mode 100644 SmolLM3-3B-Q5_K_S.gguf create mode 100644 SmolLM3-3B-Q6_K.gguf create mode 100644 SmolLM3-3B-Q8_0.gguf create mode 100644 SmolLM3-3B-f16.gguf create mode 100644 config.json diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..c24aeae --- /dev/null +++ b/.gitattributes @@ -0,0 +1,48 @@ +*.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 +SmolLM3-3B-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM3-3B-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM3-3B-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM3-3B-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM3-3B-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM3-3B-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM3-3B-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM3-3B-Q5_0.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM3-3B-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM3-3B-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM3-3B-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM3-3B-Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +SmolLM3-3B-f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..81920b6 --- /dev/null +++ b/README.md @@ -0,0 +1,189 @@ +--- +base_model: HuggingFaceTB/SmolLM3-3B +license: apache-2.0 +library_name: transformers +model_creator: HuggingFaceTB +model_name: SmolLM3-3B +quantized_by: Second State Inc. +language: +- en +- fr +- es +- it +- pt +- zh +- ar +- ru +--- + + + +
+ +
+
+ + +# SmolLM3-3B-GGUF + +## Original Model + +[HuggingFaceTB/SmolLM3-3B](https://huggingface.co/HuggingFaceTB/SmolLM3-3B) + +## Run with LlamaEdge + +- LlamaEdge version: [v0.24.0](https://github.com/LlamaEdge/LlamaEdge/releases/tag/0.24.0) and above + +- Prompt template + + - Normal chat + + - Prompt type: `smol3-no-think` + + - Prompt string + + ```text + <|im_start|>system + ## Metadata + + Knowledge Cutoff Date: June 2025 + Today Date: 15 July 2025 + Reasoning Mode: /no_think + + ## Custom Instructions + + You are a helpful AI assistant named SmolLM, trained by Hugging Face. + <|im_end|> + <|im_start|>user + {user_message_1} + <|im_end|> + <|im_start|>assistant + {assistant_message_1} + <|im_end|> + <|im_start|>user + {user_message_2} + <|im_end|> + <|im_start|>assistant + ``` + + - Chat with Tools + + - Prompt type: `smol3-no-think` + + - Prompt string + + ```text + <|im_start|>system + ## Metadata + + Knowledge Cutoff Date: June 2025 + Today Date: 15 July 2025 + Reasoning Mode: /no_think + + ## Custom Instructions + + You are a helpful AI assistant named SmolLM, trained by Hugging Face. + + ### Tools + + You may call one or more functions to assist with the user query. + You are provided with function signatures within XML tags: + + + {"name":"sum","description":"Calculate the sum of two numbers","parameters":{"$schema":"http://json-schema.org/draft-07/schema#","properties":{"a":{"description":"The left hand side number","format":"int32","type":"integer"},"b":{"description":"The right hand side number","format":"int32","type":"integer"}},"required":["a","b"],"title":"SumRequest","type":"object"}} + {"name":"sub","description":"Calculate the difference of two numbers","parameters":{"$schema":"http://json-schema.org/draft-07/schema#","properties":{"a":{"description":"The left hand side number","format":"int32","type":"integer"},"b":{"description":"The right hand side number","format":"int32","type":"integer"}},"required":["a","b"],"title":"SubRequest","type":"object"}} + {"name":"get_current_weather","description":"Get the weather for a given city","parameters":{"$schema":"http://json-schema.org/draft-07/schema#","definitions":{"TemperatureUnit":{"enum":["celsius","fahrenheit"],"type":"string"}},"properties":{"location":{"description":"the city to get the weather for, e.g., 'Beijing', 'New York', 'Tokyo'","type":"string"},"unit":{"$ref":"#/definitions/TemperatureUnit","description":"the unit to use for the temperature, e.g., 'celsius', 'fahrenheit'"}},"required":["location","unit"],"title":"GetWeatherRequest","type":"object"}} + + + For each function call, return a json object with function name and arguments within XML tags: + + {"name": , "arguments": } + + + <|im_end|> + <|im_start|>user + {user_message_1} + <|im_end|> + <|im_start|>assistant + {assistant_message_1} + <|im_end|> + <|im_start|>user + {user_message_2} + <|im_end|> + <|im_start|>assistant + ``` + + + + ``` + +- Context size: `128000` + +- Run as LlamaEdge service + + ```bash + wasmedge --dir .:. --nn-preload default:GGML:AUTO:SmolLM3-3B-Q5_K_M.gguf \ + llama-api-server.wasm \ + --model-name SmolLM3-3B \ + --prompt-template smol3-no-think \ + --ctx-size 128000 + ``` + +- Run as LlamaEdge command app + + ```bash + wasmedge --dir .:. --nn-preload default:GGML:AUTO:SmolLM3-3B-Q5_K_M.gguf \ + llama-chat.wasm \ + --prompt-template smol3-no-think \ + --ctx-size 128000 + ``` + +## Quantized GGUF Models + +| Name | Quant method | Bits | Size | Use case | +| ---- | ---- | ---- | ---- | ----- | +| [SmolLM3-3B-Q2_K.gguf](https://huggingface.co/second-state/SmolLM3-3B-GGUF/blob/main/SmolLM3-3B-Q2_K.gguf) | Q2_K | 2 | 1.25 GB| smallest, significant quality loss - not recommended for most purposes | +| [SmolLM3-3B-Q3_K_L.gguf](https://huggingface.co/second-state/SmolLM3-3B-GGUF/blob/main/SmolLM3-3B-Q3_K_L.gguf) | Q3_K_L | 3 | 1.69 GB| small, substantial quality loss | +| [SmolLM3-3B-Q3_K_M.gguf](https://huggingface.co/second-state/SmolLM3-3B-GGUF/blob/main/SmolLM3-3B-Q3_K_M.gguf) | Q3_K_M | 3 | 1.57 GB| very small, high quality loss | +| [SmolLM3-3B-Q3_K_S.gguf](https://huggingface.co/second-state/SmolLM3-3B-GGUF/blob/main/SmolLM3-3B-Q3_K_S.gguf) | Q3_K_S | 3 | 1.43 GB| very small, high quality loss | +| [SmolLM3-3B-Q4_0.gguf](https://huggingface.co/second-state/SmolLM3-3B-GGUF/blob/main/SmolLM3-3B-Q4_0.gguf) | Q4_0 | 4 | 1.81 GB| legacy; small, very high quality loss - prefer using Q3_K_M | +| [SmolLM3-3B-Q4_K_M.gguf](https://huggingface.co/second-state/SmolLM3-3B-GGUF/blob/main/SmolLM3-3B-Q4_K_M.gguf) | Q4_K_M | 4 | 1.92 GB| medium, balanced quality - recommended | +| [SmolLM3-3B-Q4_K_S.gguf](https://huggingface.co/second-state/SmolLM3-3B-GGUF/blob/main/SmolLM3-3B-Q4_K_S.gguf) | Q4_K_S | 4 | 1.82 GB| small, greater quality loss | +| [SmolLM3-3B-Q5_0.gguf](https://huggingface.co/second-state/SmolLM3-3B-GGUF/blob/main/SmolLM3-3B-Q5_0.gguf) | Q5_0 | 5 | 2.16 GB| legacy; medium, balanced quality - prefer using Q4_K_M | +| [SmolLM3-3B-Q5_K_M.gguf](https://huggingface.co/second-state/SmolLM3-3B-GGUF/blob/main/SmolLM3-3B-Q5_K_M.gguf) | Q5_K_M | 5 | 2.21 GB| large, very low quality loss - recommended | +| [SmolLM3-3B-Q5_K_S.gguf](https://huggingface.co/second-state/SmolLM3-3B-GGUF/blob/main/SmolLM3-3B-Q5_K_S.gguf) | Q5_K_S | 5 | 2.16 GB| large, low quality loss - recommended | +| [SmolLM3-3B-Q6_K.gguf](https://huggingface.co/second-state/SmolLM3-3B-GGUF/blob/main/SmolLM3-3B-Q6_K.gguf) | Q6_K | 6 | 2.53 GB| very large, extremely low quality loss | +| [SmolLM3-3B-Q8_0.gguf](https://huggingface.co/second-state/SmolLM3-3B-GGUF/blob/main/SmolLM3-3B-Q8_0.gguf) | Q8_0 | 8 | 3.28 GB| very large, extremely low quality loss - not recommended | +| [SmolLM3-3B-f16.gguf](https://huggingface.co/second-state/SmolLM3-3B-GGUF/blob/main/SmolLM3-3B-f16.gguf) | f16 | 16 | 6.16 GB| | + +*Quantized with llama.cpp b5889* diff --git 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"full_attention" + ], + "max_position_embeddings": 65536, + "max_window_layers": 28, + "mlp_bias": false, + "model_type": "smollm3", + "no_rope_layer_interval": 4, + "no_rope_layers": [ + 1, + 1, + 1, + 0, + 1, + 1, + 1, + 0, + 1, + 1, + 1, + 0, + 1, + 1, + 1, + 0, + 1, + 1, + 1, + 0, + 1, + 1, + 1, + 0, + 1, + 1, + 1, + 0, + 1, + 1, + 1, + 0, + 1, + 1, + 1, + 0 + ], + "num_attention_heads": 16, + "num_hidden_layers": 36, + "num_key_value_heads": 4, + "pad_token_id": 128004, + "pretraining_tp": 2, + "rms_norm_eps": 1e-06, + "rope_scaling": null, + "rope_theta": 5000000.0, + "sliding_window": null, + "torch_dtype": "bfloat16", + "transformers_version": "4.54.0.dev0", + "use_cache": false, + "use_sliding_window": false, + "vocab_size": 128256 +}