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Mistral-7B-Instruct-v0.2-GGUF
second-state/Mistral-7B-Instruct-v0.2-GGUF
Mistral-7B-Instruct-v0.2-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 apache-2.0.
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All-time downloads
20.1K
Public
Repo size
55 GB
Likes
1
Public
Repo makeup
Click a slice to open those files.
.gguf55 GB · 100%
At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- mistral
- Access
- Public
- Created
- Jan 12, 2024
- Updated
- Mar 20, 2024
- SHA
- ab93bab4
Try a prompt
Base models
Model card
From the Hugging Face model README
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Mistral-7B-Instruct-v0.2-GGUF
Original Model
mistralai/Mistral-7B-Instruct-v0.2
Run with LlamaEdge
-
LlamaEdge version: v0.2.8 and above
-
Prompt template
-
Prompt type:
mistral-instruct -
Prompt string
<s>[INST] {prompt} [/INST]
-
-
Context size:
4096 -
Run as LlamaEdge service
wasmedge --dir .:. --nn-preload default:GGML:AUTO:Mistral-7B-Instruct-v0.2-Q5_K_M.gguf llama-api-server.wasm -p mistral-instruct -
Run as LlamaEdge command app
wasmedge --dir .:. --nn-preload default:GGML:AUTO:Mistral-7B-Instruct-v0.2-Q5_K_M.gguf llama-chat.wasm -p mistral-instruct
Quantized GGUF Models
| Name | Quant method | Bits | Size | Use case |
|---|---|---|---|---|
| Mistral-7B-Instruct-v0.2-Q2_K.gguf | Q2_K | 2 | 3.08 GB | smallest, significant quality loss - not recommended for most purposes |
| Mistral-7B-Instruct-v0.2-Q3_K_L.gguf | Q3_K_L | 3 | 3.82 GB | small, substantial quality loss |
| Mistral-7B-Instruct-v0.2-Q3_K_M.gguf | Q3_K_M | 3 | 3.52 GB | very small, high quality loss |
| Mistral-7B-Instruct-v0.2-Q3_K_S.gguf | Q3_K_S | 3 | 3.16 GB | very small, high quality loss |
| Mistral-7B-Instruct-v0.2-Q4_0.gguf | Q4_0 | 4 | 4.11 GB | legacy; small, very high quality loss - prefer using Q3_K_M |
| Mistral-7B-Instruct-v0.2-Q4_K_M.gguf | Q4_K_M | 4 | 4.37 GB | medium, balanced quality - recommended |
| Mistral-7B-Instruct-v0.2-Q4_K_S.gguf | Q4_K_S | 4 | 4.14 GB | small, greater quality loss |
| Mistral-7B-Instruct-v0.2-Q5_0.gguf | Q5_0 | 5 | 5 GB | legacy; medium, balanced quality - prefer using Q4_K_M |
| Mistral-7B-Instruct-v0.2-Q5_K_M.gguf | Q5_K_M | 5 | 5.13 GB | large, very low quality loss - recommended |
| Mistral-7B-Instruct-v0.2-Q5_K_S.gguf | Q5_K_S | 5 | 5 GB | large, low quality loss - recommended |
| Mistral-7B-Instruct-v0.2-Q6_K.gguf | Q6_K | 6 | 5.94 GB | very large, extremely low quality loss |
| Mistral-7B-Instruct-v0.2-Q8_0.gguf | Q8_0 | 8 | 7.7 GB | very large, extremely low quality loss - not recommended |
- Task
- Text Generation
- Library
- transformers
- Type
- mistral
- License
- apache-2.0
- Created
- Jan 12, 2024
- Updated
- Mar 20, 2024