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Phi-3.5-mini-instruct/README.md

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+# Phi-3.5-mini-instruct
+
+## GenAI WebGPU Model
+
+Generated using `onnxruntime_genai.models.builder`
+
+- **onnxruntime-genai commit**: `41c4ce18fec1240c2f848725e31fbe8854010188`
+- **transformers version**: `4.57.0`
+- **Precision**: int4
+- **Execution Provider**: webgpu
+
+```
+python -m onnxruntime_genai.models.builder -p int4 -e webgpu -m microsoft/Phi-3.5-mini-instruct -o E:\ai-models\Phi-3.5-mini-instruct\onnx-webgpu\ --extra_options int4_algo_config=rtn_last int4_is_symmetric=true prune_lm_head=true enable_webgpu_graph=true
+```
+
+## GGUF Model
+
+Downloaded from: [MaziyarPanahi/Phi-3.5-mini-instruct-GGUF](https://huggingface.co/MaziyarPanahi/Phi-3.5-mini-instruct-GGUF)

Phi-3.5-mini-instruct/gguf/Phi-3.5-mini-instruct-Q4_K_M.gguf

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+size 2393232672

Phi-3.5-mini-instruct/onnx-webgpu/added_tokens.json

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+{
+  "<|assistant|>": 32001,
+  "<|endoftext|>": 32000,
+  "<|end|>": 32007,
+  "<|placeholder1|>": 32002,
+  "<|placeholder2|>": 32003,
+  "<|placeholder3|>": 32004,
+  "<|placeholder4|>": 32005,
+  "<|placeholder5|>": 32008,
+  "<|placeholder6|>": 32009,
+  "<|system|>": 32006,
+  "<|user|>": 32010
+}

Phi-3.5-mini-instruct/onnx-webgpu/chat_template.jinja

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+{% for message in messages %}{% if message['role'] == 'system' and message['content'] %}{{'<|system|>
+' + message['content'] + '<|end|>
+'}}{% elif message['role'] == 'user' %}{{'<|user|>
+' + message['content'] + '<|end|>
+'}}{% elif message['role'] == 'assistant' %}{{'<|assistant|>
+' + message['content'] + '<|end|>
+'}}{% endif %}{% endfor %}{% if add_generation_prompt %}{{ '<|assistant|>
+' }}{% else %}{{ eos_token }}{% endif %}

Phi-3.5-mini-instruct/onnx-webgpu/genai_config.json

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+{
+  "model": {
+    "bos_token_id": 1,
+    "context_length": 131072,
+    "decoder": {
+      "session_options": {
+        "log_id": "onnxruntime-genai",
+        "provider_options": [
+          {
+            "webgpu": {
+              "enableGraphCapture": "0",
+              "validationMode": "disabled",
+              "multiRotaryCacheConcatOffset": "4096"
+            }
+          }
+        ]
+      },
+      "filename": "model.onnx",
+      "head_size": 96,
+      "hidden_size": 3072,
+      "inputs": {
+        "input_ids": "input_ids",
+        "attention_mask": "attention_mask",
+        "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": 32
+    },
+    "eos_token_id": [
+      32007,
+      32001,
+      32000
+    ],
+    "pad_token_id": 32000,
+    "type": "phi3",
+    "vocab_size": 32064
+  },
+  "search": {
+    "diversity_penalty": 0,
+    "do_sample": false,
+    "early_stopping": true,
+    "length_penalty": 1,
+    "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,
+    "temperature": 1,
+    "top_k": 50,
+    "top_p": 1
+  }
+}

Phi-3.5-mini-instruct/onnx-webgpu/model.onnx

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+size 240038

Phi-3.5-mini-instruct/onnx-webgpu/model.onnx.data

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+oid sha256:054fb69e76223380cf1693bde69e1aad2bee6af325b9446f1ae4b1e553ce22f1
+size 2366504960

Phi-3.5-mini-instruct/onnx-webgpu/special_tokens_map.json

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+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
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+  "pad_token": {
+    "content": "<|endoftext|>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  },
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": false,
+    "rstrip": false,
+    "single_word": false
+  }
+}

Phi-3.5-mini-instruct/onnx-webgpu/tokenizer.model

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+size 499723

Phi-3.5-mini-instruct/onnx-webgpu/tokenizer_config.json

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+{
+  "add_bos_token": false,
+  "add_eos_token": false,
+  "add_prefix_space": null,
+  "added_tokens_decoder": {
+    "0": {
+      "content": "<unk>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
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+      "normalized": false,
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+      "single_word": false,
+      "special": true
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+    "32001": {
+      "content": "<|assistant|>",
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+      "lstrip": false,
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+      "content": "<|system|>",
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+      "rstrip": true,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "bos_token": "<s>",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|endoftext|>",
+  "extra_special_tokens": {},
+  "legacy": false,
+  "model_max_length": 131072,
+  "pad_token": "<|endoftext|>",
+  "padding_side": "left",
+  "sp_model_kwargs": {},
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": "<unk>",
+  "use_default_system_prompt": false
+}