commit bb48bbb4b9cd098c08e1baaee67efc77f2258924 Author: ModelHub XC Date: Fri Jun 19 13:59:15 2026 +0800 初始化项目,由ModelHub XC社区提供模型 Model: prithivMLmods/SmolLM2-135M-F32-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..53d7257 --- /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 +*.bin.* filter=lfs diff=lfs merge=lfs -text +*.bz2 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 +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack 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 +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +saved_model/**/* 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 +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zstandard filter=lfs diff=lfs merge=lfs -text +*.tfevents* filter=lfs diff=lfs merge=lfs -text +*.db* filter=lfs diff=lfs merge=lfs -text +*.ark* filter=lfs diff=lfs merge=lfs -text +**/*ckpt*data* filter=lfs diff=lfs merge=lfs -text +**/*ckpt*.meta filter=lfs diff=lfs merge=lfs -text +**/*ckpt*.index filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.gguf* filter=lfs diff=lfs merge=lfs -text +*.ggml filter=lfs diff=lfs merge=lfs -text +*.llamafile* filter=lfs diff=lfs merge=lfs -text +*.pt2 filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text \ No newline at end of file diff --git a/README.md b/README.md new file mode 100644 index 0000000..52ec930 --- /dev/null +++ b/README.md @@ -0,0 +1,42 @@ +--- +license: apache-2.0 +language: +- en +base_model: +- HuggingFaceTB/SmolLM2-135M-Instruct +pipeline_tag: text-generation +library_name: transformers +tags: +- text-generation-inference +--- + +# **SmolLM2-135M-Instruct-GGUF** + +> [SmolLM2-135M-Instruct](https://huggingface.co/HuggingFaceTB/SmolLM2-135M-Instruct) : The 135M model was trained on 2 trillion tokens using a diverse dataset combination: FineWeb-Edu, DCLM, The Stack, along with new filtered datasets we curated and will release soon. We developed the instruct version through supervised fine-tuning (SFT) using a combination of public datasets and our own curated datasets. We then applied Direct Preference Optimization (DPO) using UltraFeedback. + +## Model Files + +| File Name | Size | Format Description | +|-----------|------|-------------------| +| SmolLM2-135M-Instruct.F32.gguf | 540 MB | Full precision (32-bit floating point) | +| SmolLM2-135M-Instruct.BF16.gguf | 271 MB | Brain floating point 16-bit | +| SmolLM2-135M-Instruct.F16.gguf | 271 MB | Half precision (16-bit floating point) | +| SmolLM2-135M-Instruct.Q8_0.gguf | 145 MB | 8-bit quantization | +| SmolLM2-135M-Instruct.Q6_K.gguf | 138 MB | 6-bit quantization (K-quant) | +| SmolLM2-135M-Instruct.Q5_K_M.gguf | 112 MB | 5-bit quantization (K-quant, medium) | +| SmolLM2-135M-Instruct.Q5_K_S.gguf | 110 MB | 5-bit quantization (K-quant, small) | +| SmolLM2-135M-Instruct.Q4_K_M.gguf | 105 MB | 4-bit quantization (K-quant, medium) | +| SmolLM2-135M-Instruct.Q4_K_S.gguf | 102 MB | 4-bit quantization (K-quant, small) | +| SmolLM2-135M-Instruct.Q3_K_L.gguf | 97.5 MB | 3-bit quantization (K-quant, large) | +| SmolLM2-135M-Instruct.Q3_K_M.gguf | 93.5 MB | 3-bit quantization (K-quant, medium) | +| SmolLM2-135M-Instruct.Q3_K_S.gguf | 88.2 MB | 3-bit quantization (K-quant, small) | +| SmolLM2-135M-Instruct.Q2_K.gguf | 88.2 MB | 2-bit quantization (K-quant) | + +## Quants Usage + +(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) + +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) \ No newline at end of file diff --git a/SmolLM2-135M-Instruct.BF16.gguf b/SmolLM2-135M-Instruct.BF16.gguf new file mode 100644 index 0000000..cf87459 --- /dev/null +++ b/SmolLM2-135M-Instruct.BF16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:94c6ddc5bf5a2c0ef1130aac48859b0eaf33af33a6aa1527d8fd7354ea0f5206 +size 270885792 diff --git a/SmolLM2-135M-Instruct.F16.gguf b/SmolLM2-135M-Instruct.F16.gguf new file mode 100644 index 0000000..3777eb5 --- /dev/null +++ b/SmolLM2-135M-Instruct.F16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be0f7c36714bdf456b4f0e60d86b06e199732e0e297730b3af1917c3b7456449 +size 270885792 diff --git a/SmolLM2-135M-Instruct.F32.gguf b/SmolLM2-135M-Instruct.F32.gguf 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