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  ---
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  library_name: pytorch
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- license: apache-2.0
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  tags:
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  - llm
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  - generative_ai
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- - quantized
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  - android
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  pipeline_tag: text-generation
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@@ -25,7 +24,7 @@ This model is an implementation of IBM-Granite-v3.1-8B-Instruct found [here](htt
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  ### Model Details
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- - **Model Type:** Text generation
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  - **Model Stats:**
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  - Input sequence length for Prompt Processor: 128
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  - Context length: 4096
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  - 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 (2048 tokens).
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  - Response Rate: Rate of response generation after the first response token.
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- | Model | Device | Chipset | Target Runtime | Response Rate (tokens per second) | Time To First Token (range, seconds)
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  |---|---|---|---|---|---|
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- | IBM-Granite-v3.1-8B-Instruct | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite | QNN | 11.01293 | 0.19679249999999998 - 6.297359999999999 | -- | -- |
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- | IBM-Granite-v3.1-8B-Instruct | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 8.01724 | 0.2953902 - 9.4524864 | -- | -- |
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  ## Deploying IBM Granite 3.1 on-device
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  ---
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  library_name: pytorch
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+ license: other
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  tags:
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  - llm
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  - generative_ai
 
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  - android
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  pipeline_tag: text-generation
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  ### Model Details
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+ - **Model Type:** Model_use_case.text_generation
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  - **Model Stats:**
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  - Input sequence length for Prompt Processor: 128
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  - Context length: 4096
 
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  - 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 (2048 tokens).
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  - Response Rate: Rate of response generation after the first response token.
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+ | Model | Precision | Device | Chipset | Target Runtime | Response Rate (tokens per second) | Time To First Token (range, seconds)
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  |---|---|---|---|---|---|
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+ | IBM-Granite-v3.1-8B-Instruct | w4a16 | Snapdragon 8 Elite QRD | Snapdragon® 8 Elite Mobile | QNN | 11.01293 | 0.19679249999999998 - 6.297359999999999 | -- | -- |
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+ | IBM-Granite-v3.1-8B-Instruct | w4a16 | Snapdragon X Elite CRD | Snapdragon® X Elite | QNN | 8.01724 | 0.2953902 - 9.4524864 | -- | -- |
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  ## Deploying IBM Granite 3.1 on-device
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