developer_uid: richhx
submission_id: chaiml-nis-qwen32b-sim_98336_v36
model_name: chaiml-nis-qwen32b-sim_98336_v36
model_group: ChaiML/nis-qwen32b-simpo
status: torndown
timestamp: 2025-07-23T22:59:50+00:00
num_battles: 5303
num_wins: 2449
celo_rating: 1255.36
family_friendly_score: 0.49139999999999995
family_friendly_standard_error: 0.007070021782144663
submission_type: basic
model_repo: ChaiML/nis-qwen32b-simpoexp1-s1-pref-1295datav1sft-try2
model_architecture: Qwen2ForCausalLM
model_num_parameters: 32759331840.0
best_of: 5
max_input_tokens: 768
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.416125503784659, 'latency_mean': 2.4030178463459015, 'latency_p50': 2.4185431003570557, 'latency_p90': 2.6813788652420043}, {'batch_size': 3, 'throughput': 0.9118967896704462, 'latency_mean': 3.286752473115921, 'latency_p50': 3.296514391899109, 'latency_p90': 3.616533374786377}, {'batch_size': 5, 'throughput': 1.2192037951615573, 'latency_mean': 4.0833422362804415, 'latency_p50': 4.056349277496338, 'latency_p90': 4.603907799720764}, {'batch_size': 6, 'throughput': 1.3352610571439503, 'latency_mean': 4.458433809280396, 'latency_p50': 4.43590521812439, 'latency_p90': 4.9516643524169925}, {'batch_size': 8, 'throughput': 1.492876957928482, 'latency_mean': 5.316803594827652, 'latency_p50': 5.330467581748962, 'latency_p90': 5.965407848358154}, {'batch_size': 10, 'throughput': 1.6229009127461445, 'latency_mean': 6.083182007074356, 'latency_p50': 6.091689109802246, 'latency_p90': 6.83638596534729}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-nis-qwen32b-sim_98336_v36
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: ChaiML/nis-qwen32b-simpoexp1-s1-pref-1295datav1sft-try2
model_size: 33B
ranking_group: single
throughput_3p7s: 1.09
us_pacific_date: 2025-07-23
win_ratio: 0.4618140675089572
generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 40, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['<|im_start|>', '\n', '<|im_end|>'], 'max_input_tokens': 768, 'best_of': 5, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', 'truncate_by_message': False}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
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Running pipeline stage MKMLizer
Starting job with name chaiml-nis-qwen32b-sim-98336-v36-mkmlizer
Waiting for job on chaiml-nis-qwen32b-sim-98336-v36-mkmlizer to finish
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chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: ║                                                                     ║
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chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: Downloaded to shared memory in 100.725s
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: Checking if ChaiML/nis-qwen32b-simpoexp1-s1-pref-1295datav1sft-try2 already exists in ChaiML
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpl1jykb0r, device:0
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-next-door-annoyi_15417_v1: ('http://chaiml-next-door-annoyi-15417-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: quantized model in 454.675s
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: Processed model ChaiML/nis-qwen32b-simpoexp1-s1-pref-1295datav1sft-try2 in 555.401s
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v36/nvidia
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v36/nvidia/added_tokens.json
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v36/nvidia/config.json
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v36/nvidia/special_tokens_map.json
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v36/nvidia/tokenizer_config.json
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v36/nvidia/flywheel_model.1.safetensors
chaiml-nis-qwen32b-sim-98336-v36-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v36/nvidia/flywheel_model.0.safetensors
Job chaiml-nis-qwen32b-sim-98336-v36-mkmlizer completed after 586.22s with status: succeeded
Stopping job with name chaiml-nis-qwen32b-sim-98336-v36-mkmlizer
Pipeline stage MKMLizer completed in 587.16s
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Inference service chaiml-nis-qwen32b-sim-98336-v36 ready after 161.34996819496155s
Pipeline stage MKMLDeployer completed in 161.93s
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Received healthy response to inference request in 4.727569341659546s
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Received healthy response to inference request in 3.590646982192993s
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5th percentile: 2.616217565536499
10th percentile: 2.7149433135986327
20th percentile: 2.9123948097229
30th percentile: 3.127025842666626
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70th percentile: 4.337212228775024
80th percentile: 4.564596700668335
90th percentile: 4.646083021163941
95th percentile: 4.686826181411743
99th percentile: 4.719420709609985
mean time: 3.674136447906494
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Received healthy response to inference request in 3.555615186691284s
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5th percentile: 2.9908243656158446
10th percentile: 3.0182955741882322
20th percentile: 3.073237991333008
30th percentile: 3.134372520446777
40th percentile: 3.201699161529541
50th percentile: 3.2690258026123047
60th percentile: 3.3836615562438963
70th percentile: 3.4982973098754884
80th percentile: 3.6258737087249755
90th percentile: 3.7663907527923586
95th percentile: 3.83664927482605
99th percentile: 3.892856092453003
mean time: 3.3591222286224367
Pipeline stage StressChecker completed in 38.21s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 3521.46s
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chaiml-nis-qwen32b-sim_98336_v36 status is now torndown due to DeploymentManager action