Add TensorRT 10.3 Orin engine for Qwen3-4B-AWQ

.gitattributes

@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+llm.engine filter=lfs diff=lfs merge=lfs -text
+tokenizer.json filter=lfs diff=lfs merge=lfs -text

README.md

@@ -0,0 +1,28 @@
+---
+license: other
+library_name: tensorrt
+tags:
+  - tensorrt
+  - jetson
+  - orin
+  - qwen3
+  - awq
+  - edge-llm
+---
+
+# Qwen3-4B-AWQ TensorRT-EdgeLLM Engine
+
+This repository contains the TensorRT-EdgeLLM engine artifacts for
+`Qwen/Qwen3-4B-AWQ` on Jetson Orin.
+
+Runtime compatibility:
+
+- TensorRT: `10.3.0.30-1+cuda12.5`
+- CUDA runtime: JetPack host CUDA 12.x
+- Target GPU: Orin, compute capability 8.7
+- TensorRT-Edge-LLM commit: `7d6579c8293c5cc62986238aa200ea9c7b57d50a`
+- Engine config: max batch size 1, max input length 3072, KV cache capacity 4096
+
+The engine must be used with a matching TensorRT-EdgeLLM runtime/plugin build.
+It is consumed by the `edge-llm-chat-service` container via
+`EDGELLM_ENGINE_REPO`.

build_provenance.txt

@@ -0,0 +1,12 @@
+repo_root=/home/harvest/TensorRT-Edge-LLM
+git_commit=7d6579c8293c5cc62986238aa200ea9c7b57d50a
+git_branch=highperf/runtime-service
+model_name=Qwen3-4B-AWQ
+onnx_dir=/home/harvest/edgellm-workspace/Qwen3-4B-AWQ/onnx/llm
+engine_dir=/home/harvest/edgellm-workspace/Qwen3-4B-AWQ/engines-3072
+max_batch_size=1
+max_input_len=3072
+max_kv_cache_capacity=4096
+build_mode=host
+built_at_utc=2026-05-17T13:58:24Z
+tensor_rt=10.3.0.30-1+cuda12.5

config.json

@@ -0,0 +1,27 @@
+{
+  "builder_config": {
+    "eagle_base": false,
+    "eagle_draft": false,
+    "max_batch_size": 1,
+    "max_input_len": 3072,
+    "max_kv_cache_capacity": 4096,
+    "max_lora_rank": 0,
+    "trt_native_ops": false
+  },
+  "edgellm_version": "0.7.0",
+  "head_dim": 128,
+  "hidden_size": 2560,
+  "intermediate_size": 9728,
+  "max_position_embeddings": 40960,
+  "model": "qwen3",
+  "model_type": "llm",
+  "num_attention_heads": 32,
+  "num_deepstack_features": 0,
+  "num_hidden_layers": 36,
+  "num_key_value_heads": 8,
+  "partial_rotary_factor": 1.0,
+  "rope_scaling": null,
+  "rope_theta": 1000000.0,
+  "trt_native_ops": false,
+  "vocab_size": 151936
+}

embedding.safetensors

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+oid sha256:182a75efa7961487508495116c5696322710b9f049bc6ae135fbf1763c73abf2
+size 777912408

llm.engine

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+version https://git-lfs.github.com/spec/v1
+oid sha256:3f801e0d5a3d4aae43444684168c8b1a97c0232a38bdae6cce9e31f4633bb3d2
+size 2666929860

processed_chat_template.json

@@ -0,0 +1,28 @@
+{
+  "model_path": "Qwen/Qwen3-4B-AWQ",
+  "roles": {
+    "system": {
+      "prefix": "<|im_start|>system\n",
+      "suffix": "<|im_end|>\n"
+    },
+    "user": {
+      "prefix": "<|im_start|>user\n",
+      "suffix": "<|im_end|>\n"
+    },
+    "assistant": {
+      "prefix": "<|im_start|>assistant\n<think>\n\n</think>\n\n",
+      "suffix": "<|im_end|>\n"
+    }
+  },
+  "content_types": {
+    "image": {
+      "format": "<|vision_start|><|image_pad|><|vision_end|>"
+    },
+    "video": {
+      "format": "<|vision_start|><|video_pad|><|vision_end|>"
+    }
+  },
+  "generation_prompt": "<|im_start|>assistant\n<think>\n\n</think>\n\n",
+  "default_system_prompt": "",
+  "generation_prompt_thinking": "<|im_start|>assistant\n<think>\n"
+}

tokenizer.json

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+version https://git-lfs.github.com/spec/v1
+oid sha256:aeb13307a71acd8fe81861d94ad54ab689df773318809eed3cbe794b4492dae4
+size 11422654

tokenizer_config.json

@@ -0,0 +1,239 @@
+{
+  "add_bos_token": false,
+  "add_prefix_space": false,
+  "added_tokens_decoder": {
+    "151643": {
+      "content": "<|endoftext|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
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+      "content": "<|im_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151645": {
+      "content": "<|im_end|>",
+      "lstrip": false,
+      "normalized": false,
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+      "special": true
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+      "special": true
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+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151648": {
+      "content": "<|box_start|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "151649": {
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+    "151653": {
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+      "normalized": false,
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+      "single_word": false,
+      "special": true
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+      "special": true
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+      "special": true
+    },
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+      "special": true
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+      "lstrip": false,
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+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151658": {
+      "content": "</tool_call>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151659": {
+      "content": "<|fim_prefix|>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151660": {
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+      "lstrip": false,
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+    },
+    "151661": {
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+    "151662": {
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+      "single_word": false,
+      "special": false
+    },
+    "151663": {
+      "content": "<|repo_name|>",
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+      "special": false
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+    "151664": {
+      "content": "<|file_sep|>",
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+      "single_word": false,
+      "special": false
+    },
+    "151665": {
+      "content": "<tool_response>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151666": {
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+      "special": false
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+    "151667": {
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+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    },
+    "151668": {
+      "content": "</think>",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": false
+    }
+  },
+  "additional_special_tokens": [
+    "<|im_start|>",
+    "<|im_end|>",
+    "<|object_ref_start|>",
+    "<|object_ref_end|>",
+    "<|box_start|>",
+    "<|box_end|>",
+    "<|quad_start|>",
+    "<|quad_end|>",
+    "<|vision_start|>",
+    "<|vision_end|>",
+    "<|vision_pad|>",
+    "<|image_pad|>",
+    "<|video_pad|>"
+  ],
+  "bos_token": null,
+  "chat_template": "{%- if tools %}\n    {{- '<|im_start|>system\\n' }}\n    {%- if messages[0].role == 'system' %}\n        {{- messages[0].content + '\\n\\n' }}\n    {%- endif %}\n    {{- \"# Tools\\n\\nYou may call one or more functions to assist with the user query.\\n\\nYou are provided with function signatures within <tools></tools> XML tags:\\n<tools>\" }}\n    {%- for tool in tools %}\n        {{- \"\\n\" }}\n        {{- tool | tojson }}\n    {%- endfor %}\n    {{- \"\\n</tools>\\n\\nFor each function call, return a json object with function name and arguments within <tool_call></tool_call> XML tags:\\n<tool_call>\\n{\\\"name\\\": <function-name>, \\\"arguments\\\": <args-json-object>}\\n</tool_call><|im_end|>\\n\" }}\n{%- else %}\n    {%- if messages[0].role == 'system' %}\n        {{- '<|im_start|>system\\n' + messages[0].content + '<|im_end|>\\n' }}\n    {%- endif %}\n{%- endif %}\n{%- set ns = namespace(multi_step_tool=true, last_query_index=messages|length - 1) %}\n{%- for message in messages[::-1] %}\n    {%- set index = (messages|length - 1) - loop.index0 %}\n    {%- if ns.multi_step_tool and message.role == \"user\" and message.content is string and not(message.content.startswith('<tool_response>') and message.content.endswith('</tool_response>')) %}\n        {%- set ns.multi_step_tool = false %}\n        {%- set ns.last_query_index = index %}\n    {%- endif %}\n{%- endfor %}\n{%- for message in messages %}\n    {%- if message.content is string %}\n        {%- set content = message.content %}\n    {%- else %}\n        {%- set content = '' %}\n    {%- endif %}\n    {%- if (message.role == \"user\") or (message.role == \"system\" and not loop.first) %}\n        {{- '<|im_start|>' + message.role + '\\n' + content + '<|im_end|>' + '\\n' }}\n    {%- elif message.role == \"assistant\" %}\n        {%- set reasoning_content = '' %}\n        {%- if message.reasoning_content is string %}\n            {%- set reasoning_content = message.reasoning_content %}\n        {%- else %}\n            {%- if '</think>' in content %}\n                {%- set reasoning_content = content.split('</think>')[0].rstrip('\\n').split('<think>')[-1].lstrip('\\n') %}\n                {%- set content = content.split('</think>')[-1].lstrip('\\n') %}\n            {%- endif %}\n        {%- endif %}\n        {%- if loop.index0 > ns.last_query_index %}\n            {%- if loop.last or (not loop.last and reasoning_content) %}\n                {{- '<|im_start|>' + message.role + '\\n<think>\\n' + reasoning_content.strip('\\n') + '\\n</think>\\n\\n' + content.lstrip('\\n') }}\n            {%- else %}\n                {{- '<|im_start|>' + message.role + '\\n' + content }}\n            {%- endif %}\n        {%- else %}\n            {{- '<|im_start|>' + message.role + '\\n' + content }}\n        {%- endif %}\n        {%- if message.tool_calls %}\n            {%- for tool_call in message.tool_calls %}\n                {%- if (loop.first and content) or (not loop.first) %}\n                    {{- '\\n' }}\n                {%- endif %}\n                {%- if tool_call.function %}\n                    {%- set tool_call = tool_call.function %}\n                {%- endif %}\n                {{- '<tool_call>\\n{\"name\": \"' }}\n                {{- tool_call.name }}\n                {{- '\", \"arguments\": ' }}\n                {%- if tool_call.arguments is string %}\n                    {{- tool_call.arguments }}\n                {%- else %}\n                    {{- tool_call.arguments | tojson }}\n                {%- endif %}\n                {{- '}\\n</tool_call>' }}\n            {%- endfor %}\n        {%- endif %}\n        {{- '<|im_end|>\\n' }}\n    {%- elif message.role == \"tool\" %}\n        {%- if loop.first or (messages[loop.index0 - 1].role != \"tool\") %}\n            {{- '<|im_start|>user' }}\n        {%- endif %}\n        {{- '\\n<tool_response>\\n' }}\n        {{- content }}\n        {{- '\\n</tool_response>' }}\n        {%- if loop.last or (messages[loop.index0 + 1].role != \"tool\") %}\n            {{- '<|im_end|>\\n' }}\n        {%- endif %}\n    {%- endif %}\n{%- endfor %}\n{%- if add_generation_prompt %}\n    {{- '<|im_start|>assistant\\n' }}\n    {%- if enable_thinking is defined and enable_thinking is false %}\n        {{- '<think>\\n\\n</think>\\n\\n' }}\n    {%- endif %}\n{%- endif %}",
+  "clean_up_tokenization_spaces": false,
+  "eos_token": "<|im_end|>",
+  "errors": "replace",
+  "model_max_length": 131072,
+  "pad_token": "<|endoftext|>",
+  "split_special_tokens": false,
+  "tokenizer_class": "Qwen2Tokenizer",
+  "unk_token": null
+}