Upload 7 files
Browse files- phi-3-5-mini-instruct-quantized/dequantizer.onnx +3 -0
- phi-3-5-mini-instruct-quantized/genai_config.json +602 -0
- phi-3-5-mini-instruct-quantized/position-processor.onnx +3 -0
- phi-3-5-mini-instruct-quantized/quantizer.onnx +3 -0
- phi-3-5-mini-instruct-quantized/special_tokens_map.json +30 -0
- phi-3-5-mini-instruct-quantized/tokenizer.json +0 -0
- phi-3-5-mini-instruct-quantized/tokenizer_config.json +131 -0
phi-3-5-mini-instruct-quantized/dequantizer.onnx
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version https://git-lfs.github.com/spec/v1
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oid sha256:b9746bfa8958ff0762cbb9f2a6c9b617d787a1badb4d1558d0eaa0c1ddacd054
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size 181
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phi-3-5-mini-instruct-quantized/genai_config.json
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@@ -0,0 +1,602 @@
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| 1 |
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{
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| 2 |
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"model": {
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| 3 |
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"bos_token_id": 1,
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| 4 |
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"context_length": 4096,
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| 5 |
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"decoder": {
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| 6 |
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"session_options": {
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| 7 |
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"log_id": "onnxruntime-genai",
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| 8 |
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"provider_options": [],
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| 9 |
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"log_severity_level": 0
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| 10 |
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},
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| 11 |
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"filename": "model.onnx",
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| 12 |
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"head_size": 96,
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| 13 |
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"hidden_size": 3072,
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| 14 |
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"inputs": {
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| 15 |
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"input_ids": "input_ids",
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| 16 |
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"attention_mask": "attention_mask_before_processor",
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| 17 |
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"position_ids": "position_ids",
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| 18 |
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"past_key_names": "past_key_%d_in",
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| 19 |
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"past_value_names": "past_value_%d_in"
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| 20 |
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},
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| 21 |
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"outputs": {
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| 22 |
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"logits": "logits_dequantized",
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| 23 |
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"present_key_names": "past_key_%d_out",
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| 24 |
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"present_value_names": "past_value_%d_out"
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| 25 |
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},
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| 26 |
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"num_attention_heads": 32,
|
| 27 |
+
"num_hidden_layers": 32,
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| 28 |
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"num_key_value_heads": 32,
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| 29 |
+
"sliding_window_key_value_cache": {
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| 30 |
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"window_size": 128,
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| 31 |
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"pad_value": 128
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| 32 |
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},
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| 33 |
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"pipeline": [
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| 34 |
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{
|
| 35 |
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"position_processor": {
|
| 36 |
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"filename": "position-processor.onnx",
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| 37 |
+
"inputs": [
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| 38 |
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"attention_mask_before_processor",
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| 39 |
+
"position_ids"
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| 40 |
+
],
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| 41 |
+
"outputs": [
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| 42 |
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"attention_mask_before_quantizer",
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| 43 |
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"position_ids_cos_before_quantizer",
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| 44 |
+
"position_ids_sin_before_quantizer"
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| 45 |
+
],
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| 46 |
+
"session_options": {
|
| 47 |
+
"log_id": "onnxruntime-genai.position_processor",
|
| 48 |
+
"provider_options": [
|
| 49 |
+
{}
|
| 50 |
+
]
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| 51 |
+
},
|
| 52 |
+
"run_on_token_gen": false
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| 53 |
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},
|
| 54 |
+
"position_shifter": {
|
| 55 |
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"filename": "position-shifter.onnx",
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| 56 |
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"inputs": [
|
| 57 |
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"attention_mask_before_processor",
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| 58 |
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"position_ids"
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| 59 |
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],
|
| 60 |
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"outputs": [
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| 61 |
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"attention_mask_shifted",
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| 62 |
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"position_ids_shifted",
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| 63 |
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"attention_mask_before_quantizer",
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| 64 |
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"position_ids_cos_before_quantizer",
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| 65 |
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"position_ids_sin_before_quantizer"
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| 66 |
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],
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| 67 |
+
"session_options": {
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| 68 |
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"log_id": "onnxruntime-genai.position_shifter",
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| 69 |
+
"provider_options": [
|
| 70 |
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{}
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| 71 |
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]
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| 72 |
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},
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| 73 |
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"run_on_prompt": false
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| 74 |
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},
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| 75 |
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"quantizer": {
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| 76 |
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"filename": "quantizer.onnx",
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| 77 |
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"inputs": [
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| 78 |
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"attention_mask_before_quantizer",
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| 79 |
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"position_ids_cos_before_quantizer",
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| 80 |
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"position_ids_sin_before_quantizer"
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| 81 |
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],
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| 82 |
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"outputs": [
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| 83 |
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"attention_mask",
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| 84 |
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"position_ids_cos",
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| 85 |
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"position_ids_sin"
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| 86 |
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],
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| 87 |
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"session_options": {
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| 88 |
+
"log_id": "onnxruntime-genai.quantizer",
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| 89 |
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"provider_options": [
|
| 90 |
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{}
|
| 91 |
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]
|
| 92 |
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}
|
| 93 |
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},
|
| 94 |
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"prompt-processor-1": {
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| 95 |
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"filename": "ar128_cl4096_1_of_4_qnn_ctx.onnx",
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| 96 |
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"inputs": [
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| 97 |
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"input_ids",
|
| 98 |
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"past_key_0_in",
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| 99 |
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"past_key_5_in",
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| 100 |
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"past_value_5_in",
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| 101 |
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"past_value_0_in",
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| 102 |
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"past_key_6_in",
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| 103 |
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"past_value_6_in",
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| 104 |
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"past_key_7_in",
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| 105 |
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"past_value_7_in",
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| 106 |
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"past_key_1_in",
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| 107 |
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"past_value_1_in",
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| 108 |
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"past_key_2_in",
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| 109 |
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"past_value_2_in",
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| 110 |
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"past_key_3_in",
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| 111 |
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"past_value_3_in",
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| 112 |
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"past_key_4_in",
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| 113 |
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"past_value_4_in",
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| 114 |
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"position_ids_cos",
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| 115 |
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"position_ids_sin",
|
| 116 |
+
"attention_mask"
|
| 117 |
+
],
|
| 118 |
+
"outputs": [
|
| 119 |
+
"past_value_0_out",
|
| 120 |
+
"past_key_0_out",
|
| 121 |
+
"past_value_1_out",
|
| 122 |
+
"past_key_1_out",
|
| 123 |
+
"past_value_2_out",
|
| 124 |
+
"past_key_2_out",
|
| 125 |
+
"past_value_3_out",
|
| 126 |
+
"past_key_3_out",
|
| 127 |
+
"past_value_4_out",
|
| 128 |
+
"past_key_4_out",
|
| 129 |
+
"past_value_5_out",
|
| 130 |
+
"past_key_5_out",
|
| 131 |
+
"past_value_6_out",
|
| 132 |
+
"past_key_6_out",
|
| 133 |
+
"past_value_7_out",
|
| 134 |
+
"past_key_7_out",
|
| 135 |
+
"_model_layers_7_Add_1_Add_output_0"
|
| 136 |
+
],
|
| 137 |
+
"session_options": {
|
| 138 |
+
"log_id": "onnxruntime-genai.pp1",
|
| 139 |
+
"provider_options": [
|
| 140 |
+
{
|
| 141 |
+
"qnn": {
|
| 142 |
+
"backend_path": "QnnHtp.dll",
|
| 143 |
+
"htp_performance_mode": "burst",
|
| 144 |
+
"enable_htp_shared_memory_allocator": "1",
|
| 145 |
+
"qnn_context_priority": "high"
|
| 146 |
+
}
|
| 147 |
+
}
|
| 148 |
+
]
|
| 149 |
+
},
|
| 150 |
+
"run_on_token_gen": false
|
| 151 |
+
},
|
| 152 |
+
"prompt-processor-2": {
|
| 153 |
+
"filename": "ar128_cl4096_2_of_4_qnn_ctx.onnx",
|
| 154 |
+
"inputs": [
|
| 155 |
+
"_model_layers_7_Add_1_Add_output_0",
|
| 156 |
+
"past_key_8_in",
|
| 157 |
+
"past_key_13_in",
|
| 158 |
+
"past_value_13_in",
|
| 159 |
+
"past_value_8_in",
|
| 160 |
+
"past_key_14_in",
|
| 161 |
+
"past_value_14_in",
|
| 162 |
+
"past_key_15_in",
|
| 163 |
+
"past_value_15_in",
|
| 164 |
+
"past_key_9_in",
|
| 165 |
+
"past_value_9_in",
|
| 166 |
+
"past_key_10_in",
|
| 167 |
+
"past_value_10_in",
|
| 168 |
+
"past_key_11_in",
|
| 169 |
+
"past_value_11_in",
|
| 170 |
+
"past_key_12_in",
|
| 171 |
+
"past_value_12_in",
|
| 172 |
+
"position_ids_cos",
|
| 173 |
+
"position_ids_sin",
|
| 174 |
+
"attention_mask"
|
| 175 |
+
],
|
| 176 |
+
"outputs": [
|
| 177 |
+
"past_value_8_out",
|
| 178 |
+
"past_key_8_out",
|
| 179 |
+
"past_value_9_out",
|
| 180 |
+
"past_key_9_out",
|
| 181 |
+
"past_value_10_out",
|
| 182 |
+
"past_key_10_out",
|
| 183 |
+
"past_value_11_out",
|
| 184 |
+
"past_key_11_out",
|
| 185 |
+
"past_value_12_out",
|
| 186 |
+
"past_key_12_out",
|
| 187 |
+
"past_value_13_out",
|
| 188 |
+
"past_key_13_out",
|
| 189 |
+
"past_value_14_out",
|
| 190 |
+
"past_key_14_out",
|
| 191 |
+
"past_value_15_out",
|
| 192 |
+
"past_key_15_out",
|
| 193 |
+
"_model_layers_15_Add_1_Add_output_0"
|
| 194 |
+
],
|
| 195 |
+
"session_options": {
|
| 196 |
+
"log_id": "onnxruntime-genai.pp2",
|
| 197 |
+
"provider_options": [
|
| 198 |
+
{
|
| 199 |
+
"qnn": {
|
| 200 |
+
"backend_path": "QnnHtp.dll",
|
| 201 |
+
"htp_performance_mode": "burst",
|
| 202 |
+
"enable_htp_shared_memory_allocator": "1",
|
| 203 |
+
"qnn_context_priority": "high"
|
| 204 |
+
}
|
| 205 |
+
}
|
| 206 |
+
]
|
| 207 |
+
},
|
| 208 |
+
"run_on_token_gen": false
|
| 209 |
+
},
|
| 210 |
+
"prompt-processor-3": {
|
| 211 |
+
"filename": "ar128_cl4096_3_of_4_qnn_ctx.onnx",
|
| 212 |
+
"inputs": [
|
| 213 |
+
"_model_layers_15_Add_1_Add_output_0",
|
| 214 |
+
"past_key_16_in",
|
| 215 |
+
"past_key_21_in",
|
| 216 |
+
"past_value_21_in",
|
| 217 |
+
"past_value_16_in",
|
| 218 |
+
"past_key_22_in",
|
| 219 |
+
"past_value_22_in",
|
| 220 |
+
"past_key_23_in",
|
| 221 |
+
"past_value_23_in",
|
| 222 |
+
"past_key_17_in",
|
| 223 |
+
"past_value_17_in",
|
| 224 |
+
"past_key_18_in",
|
| 225 |
+
"past_value_18_in",
|
| 226 |
+
"past_key_19_in",
|
| 227 |
+
"past_value_19_in",
|
| 228 |
+
"past_key_20_in",
|
| 229 |
+
"past_value_20_in",
|
| 230 |
+
"position_ids_cos",
|
| 231 |
+
"position_ids_sin",
|
| 232 |
+
"attention_mask"
|
| 233 |
+
],
|
| 234 |
+
"outputs": [
|
| 235 |
+
"past_value_16_out",
|
| 236 |
+
"past_key_16_out",
|
| 237 |
+
"past_value_17_out",
|
| 238 |
+
"past_key_17_out",
|
| 239 |
+
"past_value_18_out",
|
| 240 |
+
"past_key_18_out",
|
| 241 |
+
"past_value_19_out",
|
| 242 |
+
"past_key_19_out",
|
| 243 |
+
"past_value_20_out",
|
| 244 |
+
"past_key_20_out",
|
| 245 |
+
"past_value_21_out",
|
| 246 |
+
"past_key_21_out",
|
| 247 |
+
"past_value_22_out",
|
| 248 |
+
"past_key_22_out",
|
| 249 |
+
"past_value_23_out",
|
| 250 |
+
"past_key_23_out",
|
| 251 |
+
"_model_layers_23_Add_1_Add_output_0"
|
| 252 |
+
],
|
| 253 |
+
"session_options": {
|
| 254 |
+
"log_id": "onnxruntime-genai.pp3",
|
| 255 |
+
"provider_options": [
|
| 256 |
+
{
|
| 257 |
+
"qnn": {
|
| 258 |
+
"backend_path": "QnnHtp.dll",
|
| 259 |
+
"htp_performance_mode": "burst",
|
| 260 |
+
"enable_htp_shared_memory_allocator": "1",
|
| 261 |
+
"qnn_context_priority": "high"
|
| 262 |
+
}
|
| 263 |
+
}
|
| 264 |
+
]
|
| 265 |
+
},
|
| 266 |
+
"run_on_token_gen": false
|
| 267 |
+
},
|
| 268 |
+
"prompt-processor-4": {
|
| 269 |
+
"filename": "ar128_cl4096_4_of_4_qnn_ctx.onnx",
|
| 270 |
+
"inputs": [
|
| 271 |
+
"_model_layers_23_Add_1_Add_output_0",
|
| 272 |
+
"past_key_24_in",
|
| 273 |
+
"past_key_29_in",
|
| 274 |
+
"past_value_29_in",
|
| 275 |
+
"past_value_24_in",
|
| 276 |
+
"past_key_30_in",
|
| 277 |
+
"past_value_30_in",
|
| 278 |
+
"past_key_31_in",
|
| 279 |
+
"past_value_31_in",
|
| 280 |
+
"past_key_25_in",
|
| 281 |
+
"past_value_25_in",
|
| 282 |
+
"past_key_26_in",
|
| 283 |
+
"past_value_26_in",
|
| 284 |
+
"past_key_27_in",
|
| 285 |
+
"past_value_27_in",
|
| 286 |
+
"past_key_28_in",
|
| 287 |
+
"past_value_28_in",
|
| 288 |
+
"position_ids_cos",
|
| 289 |
+
"position_ids_sin",
|
| 290 |
+
"attention_mask"
|
| 291 |
+
],
|
| 292 |
+
"outputs": [
|
| 293 |
+
"past_value_24_out",
|
| 294 |
+
"past_key_24_out",
|
| 295 |
+
"past_value_25_out",
|
| 296 |
+
"past_key_25_out",
|
| 297 |
+
"past_value_26_out",
|
| 298 |
+
"past_key_26_out",
|
| 299 |
+
"past_value_27_out",
|
| 300 |
+
"past_key_27_out",
|
| 301 |
+
"past_value_28_out",
|
| 302 |
+
"past_key_28_out",
|
| 303 |
+
"past_value_29_out",
|
| 304 |
+
"past_key_29_out",
|
| 305 |
+
"past_value_30_out",
|
| 306 |
+
"past_key_30_out",
|
| 307 |
+
"past_value_31_out",
|
| 308 |
+
"past_key_31_out",
|
| 309 |
+
"logits"
|
| 310 |
+
],
|
| 311 |
+
"session_options": {
|
| 312 |
+
"log_id": "onnxruntime-genai.pp4",
|
| 313 |
+
"provider_options": [
|
| 314 |
+
{
|
| 315 |
+
"qnn": {
|
| 316 |
+
"backend_path": "QnnHtp.dll",
|
| 317 |
+
"htp_performance_mode": "burst",
|
| 318 |
+
"enable_htp_shared_memory_allocator": "1",
|
| 319 |
+
"qnn_context_priority": "high"
|
| 320 |
+
}
|
| 321 |
+
}
|
| 322 |
+
]
|
| 323 |
+
},
|
| 324 |
+
"run_on_token_gen": false
|
| 325 |
+
},
|
| 326 |
+
"token-generator-1": {
|
| 327 |
+
"filename": "ar1_cl4096_1_of_4_qnn_ctx.onnx",
|
| 328 |
+
"inputs": [
|
| 329 |
+
"input_ids",
|
| 330 |
+
"past_key_0_in",
|
| 331 |
+
"past_key_5_in",
|
| 332 |
+
"past_value_5_in",
|
| 333 |
+
"past_value_0_in",
|
| 334 |
+
"past_key_6_in",
|
| 335 |
+
"past_value_6_in",
|
| 336 |
+
"past_key_7_in",
|
| 337 |
+
"past_value_7_in",
|
| 338 |
+
"past_key_1_in",
|
| 339 |
+
"past_value_1_in",
|
| 340 |
+
"past_key_2_in",
|
| 341 |
+
"past_value_2_in",
|
| 342 |
+
"past_key_3_in",
|
| 343 |
+
"past_value_3_in",
|
| 344 |
+
"past_key_4_in",
|
| 345 |
+
"past_value_4_in",
|
| 346 |
+
"position_ids_cos",
|
| 347 |
+
"position_ids_sin",
|
| 348 |
+
"attention_mask"
|
| 349 |
+
],
|
| 350 |
+
"outputs": [
|
| 351 |
+
"past_value_0_out",
|
| 352 |
+
"past_key_0_out",
|
| 353 |
+
"past_value_1_out",
|
| 354 |
+
"past_key_1_out",
|
| 355 |
+
"past_value_2_out",
|
| 356 |
+
"past_key_2_out",
|
| 357 |
+
"past_value_3_out",
|
| 358 |
+
"past_key_3_out",
|
| 359 |
+
"past_value_4_out",
|
| 360 |
+
"past_key_4_out",
|
| 361 |
+
"past_value_5_out",
|
| 362 |
+
"past_key_5_out",
|
| 363 |
+
"past_value_6_out",
|
| 364 |
+
"past_key_6_out",
|
| 365 |
+
"past_value_7_out",
|
| 366 |
+
"past_key_7_out",
|
| 367 |
+
"_model_layers_7_Add_1_Add_output_0"
|
| 368 |
+
],
|
| 369 |
+
"session_options": {
|
| 370 |
+
"log_id": "onnxruntime-genai.tg1",
|
| 371 |
+
"provider_options": [
|
| 372 |
+
{
|
| 373 |
+
"qnn": {
|
| 374 |
+
"backend_path": "QnnHtp.dll",
|
| 375 |
+
"htp_performance_mode": "burst",
|
| 376 |
+
"enable_htp_shared_memory_allocator": "1",
|
| 377 |
+
"qnn_context_priority": "high"
|
| 378 |
+
}
|
| 379 |
+
}
|
| 380 |
+
]
|
| 381 |
+
},
|
| 382 |
+
"run_on_prompt": false
|
| 383 |
+
},
|
| 384 |
+
"token-generator-2": {
|
| 385 |
+
"filename": "ar1_cl4096_2_of_4_qnn_ctx.onnx",
|
| 386 |
+
"inputs": [
|
| 387 |
+
"_model_layers_7_Add_1_Add_output_0",
|
| 388 |
+
"past_key_8_in",
|
| 389 |
+
"past_key_13_in",
|
| 390 |
+
"past_value_13_in",
|
| 391 |
+
"past_value_8_in",
|
| 392 |
+
"past_key_14_in",
|
| 393 |
+
"past_value_14_in",
|
| 394 |
+
"past_key_15_in",
|
| 395 |
+
"past_value_15_in",
|
| 396 |
+
"past_key_9_in",
|
| 397 |
+
"past_value_9_in",
|
| 398 |
+
"past_key_10_in",
|
| 399 |
+
"past_value_10_in",
|
| 400 |
+
"past_key_11_in",
|
| 401 |
+
"past_value_11_in",
|
| 402 |
+
"past_key_12_in",
|
| 403 |
+
"past_value_12_in",
|
| 404 |
+
"position_ids_cos",
|
| 405 |
+
"position_ids_sin",
|
| 406 |
+
"attention_mask"
|
| 407 |
+
],
|
| 408 |
+
"outputs": [
|
| 409 |
+
"past_value_8_out",
|
| 410 |
+
"past_key_8_out",
|
| 411 |
+
"past_value_9_out",
|
| 412 |
+
"past_key_9_out",
|
| 413 |
+
"past_value_10_out",
|
| 414 |
+
"past_key_10_out",
|
| 415 |
+
"past_value_11_out",
|
| 416 |
+
"past_key_11_out",
|
| 417 |
+
"past_value_12_out",
|
| 418 |
+
"past_key_12_out",
|
| 419 |
+
"past_value_13_out",
|
| 420 |
+
"past_key_13_out",
|
| 421 |
+
"past_value_14_out",
|
| 422 |
+
"past_key_14_out",
|
| 423 |
+
"past_value_15_out",
|
| 424 |
+
"past_key_15_out",
|
| 425 |
+
"_model_layers_15_Add_1_Add_output_0"
|
| 426 |
+
],
|
| 427 |
+
"session_options": {
|
| 428 |
+
"log_id": "onnxruntime-genai.tg2",
|
| 429 |
+
"provider_options": [
|
| 430 |
+
{
|
| 431 |
+
"qnn": {
|
| 432 |
+
"backend_path": "QnnHtp.dll",
|
| 433 |
+
"htp_performance_mode": "burst",
|
| 434 |
+
"enable_htp_shared_memory_allocator": "1",
|
| 435 |
+
"qnn_context_priority": "high"
|
| 436 |
+
}
|
| 437 |
+
}
|
| 438 |
+
]
|
| 439 |
+
},
|
| 440 |
+
"run_on_prompt": false
|
| 441 |
+
},
|
| 442 |
+
"token-generator-3": {
|
| 443 |
+
"filename": "ar1_cl4096_3_of_4_qnn_ctx.onnx",
|
| 444 |
+
"inputs": [
|
| 445 |
+
"_model_layers_15_Add_1_Add_output_0",
|
| 446 |
+
"past_key_16_in",
|
| 447 |
+
"past_key_21_in",
|
| 448 |
+
"past_value_21_in",
|
| 449 |
+
"past_value_16_in",
|
| 450 |
+
"past_key_22_in",
|
| 451 |
+
"past_value_22_in",
|
| 452 |
+
"past_key_23_in",
|
| 453 |
+
"past_value_23_in",
|
| 454 |
+
"past_key_17_in",
|
| 455 |
+
"past_value_17_in",
|
| 456 |
+
"past_key_18_in",
|
| 457 |
+
"past_value_18_in",
|
| 458 |
+
"past_key_19_in",
|
| 459 |
+
"past_value_19_in",
|
| 460 |
+
"past_key_20_in",
|
| 461 |
+
"past_value_20_in",
|
| 462 |
+
"position_ids_cos",
|
| 463 |
+
"position_ids_sin",
|
| 464 |
+
"attention_mask"
|
| 465 |
+
],
|
| 466 |
+
"outputs": [
|
| 467 |
+
"past_value_16_out",
|
| 468 |
+
"past_key_16_out",
|
| 469 |
+
"past_value_17_out",
|
| 470 |
+
"past_key_17_out",
|
| 471 |
+
"past_value_18_out",
|
| 472 |
+
"past_key_18_out",
|
| 473 |
+
"past_value_19_out",
|
| 474 |
+
"past_key_19_out",
|
| 475 |
+
"past_value_20_out",
|
| 476 |
+
"past_key_20_out",
|
| 477 |
+
"past_value_21_out",
|
| 478 |
+
"past_key_21_out",
|
| 479 |
+
"past_value_22_out",
|
| 480 |
+
"past_key_22_out",
|
| 481 |
+
"past_value_23_out",
|
| 482 |
+
"past_key_23_out",
|
| 483 |
+
"_model_layers_23_Add_1_Add_output_0"
|
| 484 |
+
],
|
| 485 |
+
"session_options": {
|
| 486 |
+
"log_id": "onnxruntime-genai.tg3",
|
| 487 |
+
"provider_options": [
|
| 488 |
+
{
|
| 489 |
+
"qnn": {
|
| 490 |
+
"backend_path": "QnnHtp.dll",
|
| 491 |
+
"htp_performance_mode": "burst",
|
| 492 |
+
"enable_htp_shared_memory_allocator": "1",
|
| 493 |
+
"qnn_context_priority": "high"
|
| 494 |
+
}
|
| 495 |
+
}
|
| 496 |
+
]
|
| 497 |
+
},
|
| 498 |
+
"run_on_prompt": false
|
| 499 |
+
},
|
| 500 |
+
"token-generator-4": {
|
| 501 |
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phi-3-5-mini-instruct-quantized/tokenizer.json
ADDED
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phi-3-5-mini-instruct-quantized/tokenizer_config.json
ADDED
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