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Mistral-7B-Instruct-v0.3-zse-int4 – AI Model by zse-zllm | AlphaNeural AI

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Mistral-7B-Instruct-v0.3-zse-int4

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Mistral-7B-Instruct-v0.3-zse-int4

Pre-converted ZSE model for ultra-fast inference.

Source Model

Original: mistralai/Mistral-7B-Instruct-v0.3
Quantization: INT4
File Size: 3.86 GB
Format: ZSE binary (.zse)

Usage

bash

pip install zllm-zse

# Download and serve
zse pull mistral-7b-instruct-v0.3
zse serve mistral-7b-instruct-v0.3

# Or direct
zse serve Mistral-7B-Instruct-v0.3-zse-int4.zse

Benefits

5x faster cold start compared to HuggingFace loading
10-14% less VRAM with ZSE custom INT4 kernels
Single file — tokenizer and config embedded
No internet required after download

Benchmarks

See ZSE Documentation for full benchmarks.

Converted with ZSE v1.4.0