Mistral-3B
State‑of‑the‑art large language model useful on a variety of language understanding and generation tasks.
Mistral 3B model is Mistral AI's first generation edge model, optimized for optimal performance on Snapdragon platforms.
Technical Details
Input sequence length for Prompt Processor:128
Max context length:4096
Num of key-value heads:8
Number of parameters:3B
Precision:w4a16 + w8a16 (few layers)
Use:Initiate conversation with prompt-processor and then token generator for subsequent iterations.
Minimum QNN SDK version required:2.27.7
Supported languages:English.
TTFT:Time To First Token is the time it takes to generate the first response token. This is expressed as a range because it varies based on the length of the prompt. The lower bound is for a short prompt (up to 128 tokens, i.e., one iteration of the prompt processor) and the upper bound is for a prompt using the full context length (4096 tokens).
Response Rate:Rate of response generation after the first response token.
Applicable Scenarios
- Dialogue
- Content Generation
- Customer Support
Supported Form Factors
- Phone
- Tablet
Licenses
Terms of Use:Qualcomm® Generative AI usage and limitations
Tags
- llm
- generative-ai
- quantized
Supported Devices
- Snapdragon 8 Elite QRD
Supported Chipsets
- Snapdragon® 8 Elite Mobile
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