Feature Extraction
GGUF
English
multilingual
embedding
sentence-similarity
llama.cpp
autoround
intel
matryoshka
Instructions to use webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- llama.cpp
How to use webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF with llama.cpp:
Install (macOS, Linux)
curl -LsSf https://llama.app/install.sh | sh # Start a local OpenAI-compatible embeddings server: llama serve -hf webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF:Q4_K_S --embeddings
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible embeddings server: llama serve -hf webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF:Q4_K_S --embeddings
Use pre-built binary
# Download pre-built binary from: # https://github.com/ggerganov/llama.cpp/releases # Start a local OpenAI-compatible embeddings server: ./llama-server -hf webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF:Q4_K_S --embeddings
Build from source code
git clone https://github.com/ggerganov/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-server llama-cli # Start a local OpenAI-compatible embeddings server: ./build/bin/llama-server -hf webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF:Q4_K_S --embeddings
- LM Studio
- Jan
- Ollama
How to use webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF with Ollama:
ollama run hf.co/webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF:Q4_K_S
- Unsloth Desktop
- Docker Model Runner
How to use webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF with Docker Model Runner:
docker model run hf.co/webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF:Q4_K_S
- Lemonade
How to use webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF:Q4_K_S
Run and chat with the model
lemonade run user.Sakura-EmbeddingGemma-2-AutoRound-GGUF-Q4_K_S
List all available models
lemonade list
- Atomic Chat
Download Q5_HQ_tensor_breakdown.csv from webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF: direct link, hf CLI and curl.
- Browser
- Download file 19.6 kB
-
https://huggingface.co/webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF/resolve/main/Q5_HQ_tensor_breakdown.csv
- Command line
-
hf download hf://webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF/Q5_HQ_tensor_breakdown.csv
-
curl -L -o Q5_HQ_tensor_breakdown.csv https://huggingface.co/webmp3/Sakura-EmbeddingGemma-2-AutoRound-GGUF/resolve/main/Q5_HQ_tensor_breakdown.csv
19.6 kB
| name,shape,parameters,type,bytes | |
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| blk.0.post_ffw_norm.weight,512,512,F32,2048 | |
| blk.0.inp_gate.weight,512x512,262144,Q8_0,278528 | |
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| blk.1.post_ffw_norm.weight,512,512,F32,2048 | |
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| blk.1.proj.weight,512x512,262144,Q8_0,278528 | |
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| blk.3.post_ffw_norm.weight,512,512,F32,2048 | |
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| blk.5.attn_v.weight,512x512,262144,Q5_K,180224 | |
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| blk.5.attn_k_norm.weight,512,512,F32,2048 | |
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| blk.5.attn_norm.weight,512,512,F32,2048 | |
| blk.5.post_attention_norm.weight,512,512,F32,2048 | |
| blk.5.ffn_norm.weight,512,512,F32,2048 | |
| blk.5.post_ffw_norm.weight,512,512,F32,2048 | |
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| blk.5.proj.weight,512x512,262144,Q8_0,278528 | |
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| blk.6.attn_k.weight,512x512,262144,Q5_K,180224 | |
| blk.6.attn_v.weight,512x512,262144,Q5_K,180224 | |
| blk.6.attn_output.weight,512x1024,524288,Q5_K,360448 | |
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| blk.6.attn_k_norm.weight,256,256,F32,1024 | |
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| blk.8.ffn_up.weight,2048x512,1048576,Q5_K,720896 | |
| blk.8.ffn_down.weight,512x2048,1048576,Q5_K,720896 | |
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| blk.8.ffn_norm.weight,512,512,F32,2048 | |
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| blk.12.ffn_gate.weight,2048x512,1048576,Q5_K,720896 | |
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| blk.12.ffn_norm.weight,512,512,F32,2048 | |
| blk.12.post_ffw_norm.weight,512,512,F32,2048 | |
| blk.12.inp_gate.weight,512x512,262144,Q8_0,278528 | |
| blk.12.proj.weight,512x512,262144,Q8_0,278528 | |
| blk.12.post_norm.weight,512,512,F32,2048 | |
| blk.13.layer_output_scale.weight,,1,F32,4 | |
| blk.13.attn_q.weight,1024x512,524288,Q5_K,360448 | |
| blk.13.attn_k.weight,512x512,262144,Q5_K,180224 | |
| blk.13.attn_v.weight,512x512,262144,Q5_K,180224 | |
| blk.13.attn_output.weight,512x1024,524288,Q5_K,360448 | |
| blk.13.attn_q_norm.weight,256,256,F32,1024 | |
| blk.13.attn_k_norm.weight,256,256,F32,1024 | |
| blk.13.ffn_gate.weight,2048x512,1048576,Q5_K,720896 | |
| blk.13.ffn_up.weight,2048x512,1048576,Q5_K,720896 | |
| blk.13.ffn_down.weight,512x2048,1048576,Q5_K,720896 | |
| blk.13.attn_norm.weight,512,512,F32,2048 | |
| blk.13.post_attention_norm.weight,512,512,F32,2048 | |
| blk.13.ffn_norm.weight,512,512,F32,2048 | |
| blk.13.post_ffw_norm.weight,512,512,F32,2048 | |
| blk.13.inp_gate.weight,512x512,262144,Q8_0,278528 | |
| blk.13.proj.weight,512x512,262144,Q8_0,278528 | |
| blk.13.post_norm.weight,512,512,F32,2048 | |
| blk.14.layer_output_scale.weight,,1,F32,4 | |
| blk.14.attn_q.weight,1024x512,524288,Q5_K,360448 | |
| blk.14.attn_k.weight,512x512,262144,Q5_K,180224 | |
| blk.14.attn_v.weight,512x512,262144,Q5_K,180224 | |
| blk.14.attn_output.weight,512x1024,524288,Q5_K,360448 | |
| blk.14.attn_q_norm.weight,256,256,F32,1024 | |
| blk.14.attn_k_norm.weight,256,256,F32,1024 | |
| blk.14.ffn_gate.weight,2048x512,1048576,Q5_K,720896 | |
| blk.14.ffn_up.weight,2048x512,1048576,Q5_K,720896 | |
| blk.14.ffn_down.weight,512x2048,1048576,Q5_K,720896 | |
| blk.14.attn_norm.weight,512,512,F32,2048 | |
| blk.14.post_attention_norm.weight,512,512,F32,2048 | |
| blk.14.ffn_norm.weight,512,512,F32,2048 | |
| blk.14.post_ffw_norm.weight,512,512,F32,2048 | |
| blk.14.inp_gate.weight,512x512,262144,Q8_0,278528 | |
| blk.14.proj.weight,512x512,262144,Q8_0,278528 | |
| blk.14.post_norm.weight,512,512,F32,2048 | |
| blk.15.layer_output_scale.weight,,1,F32,4 | |
| blk.15.attn_q.weight,1024x512,524288,Q5_K,360448 | |
| blk.15.attn_k.weight,512x512,262144,Q5_K,180224 | |
| blk.15.attn_v.weight,512x512,262144,Q5_K,180224 | |
| blk.15.attn_output.weight,512x1024,524288,Q5_K,360448 | |
| blk.15.attn_q_norm.weight,256,256,F32,1024 | |
| blk.15.attn_k_norm.weight,256,256,F32,1024 | |
| blk.15.ffn_gate.weight,2048x512,1048576,Q5_K,720896 | |
| blk.15.ffn_up.weight,2048x512,1048576,Q5_K,720896 | |
| blk.15.ffn_down.weight,512x2048,1048576,Q5_K,720896 | |
| blk.15.attn_norm.weight,512,512,F32,2048 | |
| blk.15.post_attention_norm.weight,512,512,F32,2048 | |
| blk.15.ffn_norm.weight,512,512,F32,2048 | |
| blk.15.post_ffw_norm.weight,512,512,F32,2048 | |
| blk.15.inp_gate.weight,512x512,262144,Q8_0,278528 | |
| blk.15.proj.weight,512x512,262144,Q8_0,278528 | |
| blk.15.post_norm.weight,512,512,F32,2048 | |
| blk.16.layer_output_scale.weight,,1,F32,4 | |
| blk.16.attn_q.weight,1024x512,524288,Q5_K,360448 | |
| blk.16.attn_k.weight,512x512,262144,Q5_K,180224 | |
| blk.16.attn_v.weight,512x512,262144,Q5_K,180224 | |
| blk.16.attn_output.weight,512x1024,524288,Q5_K,360448 | |
| blk.16.attn_q_norm.weight,256,256,F32,1024 | |
| blk.16.attn_k_norm.weight,256,256,F32,1024 | |
| blk.16.ffn_gate.weight,2048x512,1048576,Q5_K,720896 | |
| blk.16.ffn_up.weight,2048x512,1048576,Q5_K,720896 | |
| blk.16.ffn_down.weight,512x2048,1048576,Q5_K,720896 | |
| blk.16.attn_norm.weight,512,512,F32,2048 | |
| blk.16.post_attention_norm.weight,512,512,F32,2048 | |
| blk.16.ffn_norm.weight,512,512,F32,2048 | |
| blk.16.post_ffw_norm.weight,512,512,F32,2048 | |
| blk.16.inp_gate.weight,512x512,262144,Q8_0,278528 | |
| blk.16.proj.weight,512x512,262144,Q8_0,278528 | |
| blk.16.post_norm.weight,512,512,F32,2048 | |
| blk.17.layer_output_scale.weight,,1,F32,4 | |
| blk.17.attn_q.weight,2048x512,1048576,Q5_K,720896 | |
| blk.17.attn_k.weight,512x512,262144,Q5_K,180224 | |
| blk.17.attn_v.weight,512x512,262144,Q5_K,180224 | |
| blk.17.attn_output.weight,512x2048,1048576,Q5_K,720896 | |
| blk.17.attn_q_norm.weight,512,512,F32,2048 | |
| blk.17.attn_k_norm.weight,512,512,F32,2048 | |
| blk.17.ffn_gate.weight,2048x512,1048576,Q5_K,720896 | |
| blk.17.ffn_up.weight,2048x512,1048576,Q5_K,720896 | |
| blk.17.ffn_down.weight,512x2048,1048576,Q5_K,720896 | |
| blk.17.attn_norm.weight,512,512,F32,2048 | |
| blk.17.post_attention_norm.weight,512,512,F32,2048 | |
| blk.17.ffn_norm.weight,512,512,F32,2048 | |
| blk.17.post_ffw_norm.weight,512,512,F32,2048 | |
| blk.17.inp_gate.weight,512x512,262144,Q8_0,278528 | |
| blk.17.proj.weight,512x512,262144,Q8_0,278528 | |
| blk.17.post_norm.weight,512,512,F32,2048 | |
| blk.18.layer_output_scale.weight,,1,F32,4 | |
| blk.18.attn_q.weight,1024x512,524288,Q5_K,360448 | |
| blk.18.attn_k.weight,512x512,262144,Q5_K,180224 | |
| blk.18.attn_v.weight,512x512,262144,Q5_K,180224 | |
| blk.18.attn_output.weight,512x1024,524288,Q5_K,360448 | |
| blk.18.attn_q_norm.weight,256,256,F32,1024 | |
| blk.18.attn_k_norm.weight,256,256,F32,1024 | |
| blk.18.ffn_gate.weight,2048x512,1048576,Q5_K,720896 | |
| blk.18.ffn_up.weight,2048x512,1048576,Q5_K,720896 | |
| blk.18.ffn_down.weight,512x2048,1048576,Q5_K,720896 | |
| blk.18.attn_norm.weight,512,512,F32,2048 | |
| blk.18.post_attention_norm.weight,512,512,F32,2048 | |
| blk.18.ffn_norm.weight,512,512,F32,2048 | |
| blk.18.post_ffw_norm.weight,512,512,F32,2048 | |
| blk.18.inp_gate.weight,512x512,262144,Q8_0,278528 | |
| blk.18.proj.weight,512x512,262144,Q8_0,278528 | |
| blk.18.post_norm.weight,512,512,F32,2048 | |
| blk.19.layer_output_scale.weight,,1,F32,4 | |
| blk.19.attn_q.weight,1024x512,524288,Q5_K,360448 | |
| blk.19.attn_k.weight,512x512,262144,Q5_K,180224 | |
| blk.19.attn_v.weight,512x512,262144,Q5_K,180224 | |
| blk.19.attn_output.weight,512x1024,524288,Q5_K,360448 | |
| blk.19.attn_q_norm.weight,256,256,F32,1024 | |
| blk.19.attn_k_norm.weight,256,256,F32,1024 | |
| blk.19.ffn_gate.weight,2048x512,1048576,Q5_K,720896 | |
| blk.19.ffn_up.weight,2048x512,1048576,Q5_K,720896 | |
| blk.19.ffn_down.weight,512x2048,1048576,Q5_K,720896 | |
| blk.19.attn_norm.weight,512,512,F32,2048 | |
| blk.19.post_attention_norm.weight,512,512,F32,2048 | |
| blk.19.ffn_norm.weight,512,512,F32,2048 | |
| blk.19.post_ffw_norm.weight,512,512,F32,2048 | |
| blk.19.inp_gate.weight,512x512,262144,Q8_0,278528 | |
| blk.19.proj.weight,512x512,262144,Q8_0,278528 | |
| blk.19.post_norm.weight,512,512,F32,2048 | |
| blk.20.layer_output_scale.weight,,1,F32,4 | |
| blk.20.attn_q.weight,1024x512,524288,Q5_K,360448 | |
| blk.20.attn_k.weight,512x512,262144,Q5_K,180224 | |
| blk.20.attn_v.weight,512x512,262144,Q5_K,180224 | |
| blk.20.attn_output.weight,512x1024,524288,Q5_K,360448 | |
| blk.20.attn_q_norm.weight,256,256,F32,1024 | |
| blk.20.attn_k_norm.weight,256,256,F32,1024 | |
| blk.20.ffn_gate.weight,2048x512,1048576,Q5_K,720896 | |
| blk.20.ffn_up.weight,2048x512,1048576,Q5_K,720896 | |
| blk.20.ffn_down.weight,512x2048,1048576,Q5_K,720896 | |
| blk.20.attn_norm.weight,512,512,F32,2048 | |
| blk.20.post_attention_norm.weight,512,512,F32,2048 | |
| blk.20.ffn_norm.weight,512,512,F32,2048 | |
| blk.20.post_ffw_norm.weight,512,512,F32,2048 | |
| blk.20.inp_gate.weight,512x512,262144,Q8_0,278528 | |
| blk.20.proj.weight,512x512,262144,Q8_0,278528 | |
| blk.20.post_norm.weight,512,512,F32,2048 | |
| blk.21.layer_output_scale.weight,,1,F32,4 | |
| blk.21.attn_q.weight,1024x512,524288,Q5_K,360448 | |
| blk.21.attn_k.weight,512x512,262144,Q5_K,180224 | |
| blk.21.attn_v.weight,512x512,262144,Q5_K,180224 | |
| blk.21.attn_output.weight,512x1024,524288,Q5_K,360448 | |
| blk.21.attn_q_norm.weight,256,256,F32,1024 | |
| blk.21.attn_k_norm.weight,256,256,F32,1024 | |
| blk.21.ffn_gate.weight,2048x512,1048576,Q5_K,720896 | |
| blk.21.ffn_up.weight,2048x512,1048576,Q5_K,720896 | |
| blk.21.ffn_down.weight,512x2048,1048576,Q5_K,720896 | |
| blk.21.attn_norm.weight,512,512,F32,2048 | |
| blk.21.post_attention_norm.weight,512,512,F32,2048 | |
| blk.21.ffn_norm.weight,512,512,F32,2048 | |
| blk.21.post_ffw_norm.weight,512,512,F32,2048 | |
| blk.21.inp_gate.weight,512x512,262144,Q8_0,278528 | |
| blk.21.proj.weight,512x512,262144,Q8_0,278528 | |
| blk.21.post_norm.weight,512,512,F32,2048 | |
| blk.22.layer_output_scale.weight,,1,F32,4 | |
| blk.22.attn_q.weight,1024x512,524288,Q5_K,360448 | |
| blk.22.attn_k.weight,512x512,262144,Q5_K,180224 | |
| blk.22.attn_v.weight,512x512,262144,Q5_K,180224 | |
| blk.22.attn_output.weight,512x1024,524288,Q5_K,360448 | |
| blk.22.attn_q_norm.weight,256,256,F32,1024 | |
| blk.22.attn_k_norm.weight,256,256,F32,1024 | |
| blk.22.ffn_gate.weight,2048x512,1048576,Q5_K,720896 | |
| blk.22.ffn_up.weight,2048x512,1048576,Q5_K,720896 | |
| blk.22.ffn_down.weight,512x2048,1048576,Q5_K,720896 | |
| blk.22.attn_norm.weight,512,512,F32,2048 | |
| blk.22.post_attention_norm.weight,512,512,F32,2048 | |
| blk.22.ffn_norm.weight,512,512,F32,2048 | |
| blk.22.post_ffw_norm.weight,512,512,F32,2048 | |
| blk.22.inp_gate.weight,512x512,262144,Q8_0,278528 | |
| blk.22.proj.weight,512x512,262144,Q8_0,278528 | |
| blk.22.post_norm.weight,512,512,F32,2048 | |
| blk.23.layer_output_scale.weight,,1,F32,4 | |
| blk.23.attn_q.weight,2048x512,1048576,Q5_K,720896 | |
| blk.23.attn_k.weight,512x512,262144,Q5_K,180224 | |
| blk.23.attn_v.weight,512x512,262144,Q5_K,180224 | |
| blk.23.attn_output.weight,512x2048,1048576,Q5_K,720896 | |
| blk.23.attn_q_norm.weight,512,512,F32,2048 | |
| blk.23.attn_k_norm.weight,512,512,F32,2048 | |
| blk.23.ffn_gate.weight,2048x512,1048576,Q5_K,720896 | |
| blk.23.ffn_up.weight,2048x512,1048576,Q5_K,720896 | |
| blk.23.ffn_down.weight,512x2048,1048576,Q5_K,720896 | |
| blk.23.attn_norm.weight,512,512,F32,2048 | |
| blk.23.post_attention_norm.weight,512,512,F32,2048 | |
| blk.23.ffn_norm.weight,512,512,F32,2048 | |
| blk.23.post_ffw_norm.weight,512,512,F32,2048 | |
| blk.23.inp_gate.weight,512x512,262144,Q8_0,278528 | |
| blk.23.proj.weight,512x512,262144,Q8_0,278528 | |
| blk.23.post_norm.weight,512,512,F32,2048 | |
| output_norm.weight,512,512,F32,2048 | |
| per_layer_model_proj.weight,12288x512,6291456,Q8_0,6684672 | |
| per_layer_proj_norm.weight,512,512,F32,2048 | |
| output.weight,768x512,393216,Q8_0,417792 | |