[feat] Add EAGLE3 support for Qwen3

[nv-yilinf]

[feat] Add EAGLE3 support for Qwen3

Description

TP8EP8 BS1 performance

===========================================================
= PERFORMANCE OVERVIEW 
===========================================================
Request Throughput (req/sec):                     0.1092
Total Output Throughput (tokens/sec):             212.1662
Total Token Throughput (tokens/sec):              333.2106
Total Latency (ms):                               293123.9179
Average request latency (ms):                     9159.9570
Per User Output Throughput [w/ ctx] (tps/user):   212.0583
Per GPU Output Throughput (tps/gpu):              26.5208
Average time-to-first-token [TTFT] (ms):          63.8031
Average time-per-output-token [TPOT] (ms):        4.6880
Per User Output Speed (tps/user):                 213.4385

AL over the first 32 queries in the AA dataset

===========================================================
= DECODING STATISTICS (Eagle)
===========================================================

-- Acceptance Rate Details --------------------------------


[AR] MINIMUM: 1.73
[AR] MAXIMUM: 1.89
[AR] AVERAGE: 1.81
[AR] P50    : 1.82
[AR] P90    : 1.89
[AR] P95    : 1.89
[AR] P99    : 1.89
===========================================================

Usage:
Add the following configs to extra-llm-api-config.yml

speculative_config:
    decoding_type: Eagle
    max_draft_len: 3
    pytorch_eagle_weights_path: /home/scratch.yeyu_hw/shared_files/Qwen3-235B-eagle3

Test Coverage

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[nv-yilinf]

/bot run --disable-fail-fast

[tensorrt-cicd]

PR_Github #8841 [ run ] triggered by Bot

[tensorrt-cicd]

PR_Github #8841 [ run ] completed with state FAILURE
/LLM/main/L0_MergeRequest_PR pipeline #6428 completed with status: 'FAILURE'

[nv-yilinf]

/bot run --disable-fail-fast

[nv-yilinf]

/bot run --disable-fail-fast

[nv-yilinf]

/bot run

[tensorrt-cicd]

PR_Github #8851 [ run ] triggered by Bot

[tensorrt-cicd]

PR_Github #8851 [ run ] completed with state FAILURE
/LLM/main/L0_MergeRequest_PR pipeline #6438 completed with status: 'FAILURE'

[juney-nvidia]

• @mikeiovine for vis

[nv-yilinf]

/bot run --disable-fail-fast

[nv-yilinf]

/bot run

[tensorrt-cicd]

PR_Github #8942 [ run ] triggered by Bot

[tensorrt-cicd]

PR_Github #8942 [ run ] completed with state FAILURE
/LLM/main/L0_MergeRequest_PR pipeline #6525 completed with status: 'FAILURE'

[byshiue]

/bot run

[tensorrt-cicd]

PR_Github #8954 [ run ] triggered by Bot

[tensorrt-cicd]

PR_Github #8954 [ run ] completed with state SUCCESS
/LLM/main/L0_MergeRequest_PR pipeline #6534 completed with status: 'FAILURE'

[nv-yilinf]

/bot run --disable-fail-fast

[nv-yilinf]

/bot run --disable-fail-fast

[nv-yilinf]

/bot run

[tensorrt-cicd]

PR_Github #8966 [ run ] triggered by Bot

[tensorrt-cicd]

PR_Github #8966 [ run ] completed with state SUCCESS
/LLM/main/L0_MergeRequest_PR pipeline #6544 completed with status: 'FAILURE'

[nv-yilinf]

/bot run

[nv-yilinf]

/bot run

[nv-yilinf]

/bot run

[nv-yilinf]

/bot run

[byshiue]

/bot run

[tensorrt-cicd]

PR_Github #9082 [ run ] triggered by Bot

[tensorrt-cicd]

PR_Github #9082 [ run ] completed with state SUCCESS
/LLM/main/L0_MergeRequest_PR pipeline #6644 completed with status: 'FAILURE'

[byshiue]

/bot run

[tensorrt-cicd]

PR_Github #9139 [ run ] triggered by Bot

[tensorrt-cicd]

PR_Github #9139 [ run ] completed with state SUCCESS
/LLM/main/L0_MergeRequest_PR pipeline #6692 completed with status: 'SUCCESS'
Pipeline passed with automatic retried tests. Check the rerun report for details.

[byshiue]

LGTM