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CodeGemma-7b-it-GGUF
second-state/CodeGemma-7b-it-GGUF
CodeGemma-7b-it-GGUF is a text generation model from second-state. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as gemma.
<div style="width: auto; margin-left: auto; margin-right: auto" <img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;" </div <hr…
All-time downloads
6.1K
Public
Repo size
83.2 GB
Likes
2
Public
Repo makeup
Click a slice to open those files.
.gguf83.2 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- gemma
- Access
- Public
- Created
- Apr 11, 2024
- Updated
- Apr 11, 2024
- SHA
- bbd40034
Try a prompt
Base models
Model card
From the Hugging Face model README
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<img src="https://github.com/LlamaEdge/LlamaEdge/raw/dev/assets/logo.svg" style="width: 100%; min-width: 400px; display: block; margin: auto;">
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CodeGemma-7b-it-GGUF
Original Model
Run with LlamaEdge
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LlamaEdge version: v0.8.1 and above
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Prompt template
-
Prompt type:
gemma-instruct -
Prompt string
<bos><start_of_turn>user {user_message}<end_of_turn> <start_of_turn>model {model_message}<end_of_turn>model
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-
Context size:
3072 -
Run as LlamaEdge service
wasmedge --dir .:. --nn-preload default:GGML:AUTO:codegemma-7b-it-Q5_K_M.gguf \ llama-api-server.wasm \ --prompt-template gemma-instruct \ --ctx-size 3072 \ --model-name codegemma-7b
Quantized GGUF Models
| Name | Quant method | Bits | Size | Use case |
|---|---|---|---|---|
| codegemma-7b-it-Q2_K.gguf | Q2_K | 2 | 3.48 GB | smallest, significant quality loss - not recommended for most purposes |
| codegemma-7b-it-Q3_K_L.gguf | Q3_K_L | 3 | 4.71 GB | small, substantial quality loss |
| codegemma-7b-it-Q3_K_M.gguf | Q3_K_M | 3 | 4.37 GB | very small, high quality loss |
| codegemma-7b-it-Q3_K_S.gguf | Q3_K_S | 3 | 3.98 GB | very small, high quality loss |
| codegemma-7b-it-Q4_0.gguf | Q4_0 | 4 | 5.01 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
| codegemma-7b-it-Q4_K_M.gguf | Q4_K_M | 4 | 5.33 GB | medium, balanced quality - recommended |
| codegemma-7b-it-Q4_K_S.gguf | Q4_K_S | 4 | 5.05 GB | small, greater quality loss |
| codegemma-7b-it-Q5_0.gguf | Q5_0 | 5 | 5.98 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
| codegemma-7b-it-Q5_K_M.gguf | Q5_K_M | 5 | 6.14 GB | large, very low quality loss - recommended |
| codegemma-7b-it-Q5_K_S.gguf | Q5_K_S | 5 | 5.98 GB | large, low quality loss - recommended |
| codegemma-7b-it-Q6_K.gguf | Q6_K | 6 | 7.01 GB | very large, extremely low quality loss |
| codegemma-7b-it-Q8_0.gguf | Q8_0 | 8 | 9.08 GB | very large, extremely low quality loss - not recommended |
| codegemma-7b-it-f16.gguf | f16 | 16 | 17.1 GB |
Quantized with llama.cpp b2589
- Task
- Text Generation
- Library
- transformers
- License
- gemma
- Created
- Apr 11, 2024
- Updated
- Apr 11, 2024