llama-3_1-8b-instruct-onnx-int4 / genai_config.json
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Clone of the same INT4 model available on NGC catalog
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{
"model": {
"bos_token_id": 128000,
"context_length": 131072,
"decoder": {
"session_options": {
"log_id": "onnxruntime-genai",
"provider_options": [
{
"dml": {}
}
]
},
"filename": "model.onnx",
"head_size": 128,
"hidden_size": 4096,
"inputs": {
"input_ids": "input_ids",
"attention_mask": "attention_mask",
"position_ids": "position_ids",
"past_key_names": "past_key_values.%d.key",
"past_value_names": "past_key_values.%d.value"
},
"outputs": {
"logits": "logits",
"present_key_names": "present.%d.key",
"present_value_names": "present.%d.value"
},
"num_attention_heads": 32,
"num_hidden_layers": 32,
"num_key_value_heads": 8
},
"eos_token_id": [
128001,
128008,
128009
],
"pad_token_id": 128001,
"type": "llama",
"vocab_size": 128256
},
"search": {
"diversity_penalty": 0.0,
"do_sample": true,
"early_stopping": true,
"length_penalty": 1.0,
"max_length": 131072,
"min_length": 0,
"no_repeat_ngram_size": 0,
"num_beams": 1,
"num_return_sequences": 1,
"past_present_share_buffer": true,
"repetition_penalty": 1.0,
"temperature": 0.6,
"top_k": 1,
"top_p": 0.9
}
}