chaiml-nis-qwen32b-sim_98336

developer_uid: richhx
submission_id: chaiml-nis-qwen32b-sim_98336_v41
model_name: chaiml-nis-qwen32b-sim_98336_v41
model_group: ChaiML/nis-qwen32b-simpo
status: torndown
timestamp: 2026-01-14T16:59:36+00:00
num_battles: 21045
num_wins: 10265
celo_rating: 1306.77
family_friendly_score: 0.4918
family_friendly_standard_error: 0.007070116830717863
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: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.33219441491407814, 'latency_mean': 3.010205981731415, 'latency_p50': 3.016796350479126, 'latency_p90': 3.2997289657592774}, {'batch_size': 2, 'throughput': 0.5017640045079594, 'latency_mean': 3.984182955026627, 'latency_p50': 3.9737982749938965, 'latency_p90': 4.338644051551819}, {'batch_size': 3, 'throughput': 0.6247749640906117, 'latency_mean': 4.785751060247422, 'latency_p50': 4.80366587638855, 'latency_p90': 5.341584920883179}, {'batch_size': 4, 'throughput': 0.7044139553594124, 'latency_mean': 5.65811182975769, 'latency_p50': 5.639971613883972, 'latency_p90': 6.485074901580811}, {'batch_size': 5, 'throughput': 0.7658421360116735, 'latency_mean': 6.495459177494049, 'latency_p50': 6.470977544784546, 'latency_p90': 7.324451923370361}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-nis-qwen32b-sim_98336_v41
is_internal_developer: True
language_model: ChaiML/nis-qwen32b-simpoexp1-s1-pref-1295datav1sft-try2
model_size: 33B
ranking_group: single
throughput_3p7s: 0.46
us_pacific_date: 2026-01-06
win_ratio: 0.48776431456402947
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': ['\n', '<|im_end|>', '<|im_start|>'], 'max_input_tokens': 2048, '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
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-nis-qwen32b-sim-98336-v41-mkmlizer
Waiting for job on chaiml-nis-qwen32b-sim-98336-v41-mkmlizer to finish
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: bash: cannot set terminal process group (-1): Inappropriate ioctl for device
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: bash: no job control in this shell
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: /root/miniconda3/envs/nvidia/lib/python3.11/site-packages/mk1/__init__.py:1: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81.
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer:   __import__('pkg_resources').declare_namespace(__name__)
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: ║                                                                     ║
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chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: ║  Version: 0.30.6+torch280                                           ║
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: ║                                                                     ║
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: Downloaded to shared memory in 60.528s
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: Checking if ChaiML/nis-qwen32b-simpoexp1-s1-pref-1295datav1sft-try2 already exists in ChaiML
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpz9r_qvuo, device:0
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: 
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chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: quantized model in 454.322s
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: Processed model ChaiML/nis-qwen32b-simpoexp1-s1-pref-1295datav1sft-try2 in 514.851s
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v41/nvidia
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v41/nvidia/added_tokens.json
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: cp /dev/shm/model_cache/chat_template.jinja s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v41/nvidia/chat_template.jinja
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v41/nvidia/special_tokens_map.json
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v41/nvidia/config.json
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v41/nvidia/merges.txt
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v41/nvidia/vocab.json
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v41/nvidia/tokenizer.json
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v41/nvidia/tokenizer_config.json
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v41/nvidia/flywheel_model.1.safetensors
chaiml-nis-qwen32b-sim-98336-v41-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-qwen32b-sim-98336-v41/nvidia/flywheel_model.0.safetensors
Job chaiml-nis-qwen32b-sim-98336-v41-mkmlizer completed after 594.94s with status: succeeded
Stopping job with name chaiml-nis-qwen32b-sim-98336-v41-mkmlizer
Pipeline stage MKMLizer completed in 595.48s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nis-qwen32b-sim-98336-v41
Waiting for inference service chaiml-nis-qwen32b-sim-98336-v41 to be ready
Inference service chaiml-nis-qwen32b-sim-98336-v41 ready after 150.88323426246643s
Pipeline stage MKMLDeployer completed in 151.45s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.039710760116577s
Received healthy response to inference request in 2.619887590408325s
Received healthy response to inference request in 2.5568058490753174s
Received healthy response to inference request in 2.889371871948242s
Received healthy response to inference request in 2.640329599380493s
5 requests
0 failed requests
5th percentile: 2.569422197341919
10th percentile: 2.5820385456085204
20th percentile: 2.6072712421417235
30th percentile: 2.623975992202759
40th percentile: 2.632152795791626
50th percentile: 2.640329599380493
60th percentile: 2.7399465084075927
70th percentile: 2.839563417434692
80th percentile: 2.9194396495819093
90th percentile: 2.979575204849243
95th percentile: 3.00964298248291
99th percentile: 3.033697204589844
mean time: 2.749221134185791
Pipeline stage StressChecker completed in 15.89s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 1.21s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.62s
Shutdown handler de-registered
chaiml-nis-qwen32b-sim_98336_v41 status is now deployed due to DeploymentManager action
Shutdown handler registered
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run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-nis-qwen32b-sim-98336-v41-profiler
Waiting for inference service chaiml-nis-qwen32b-sim-98336-v41-profiler to be ready
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Generating Leaderboard row for %s
Generated Leaderboard row for %s
Pipeline stage OfflineFamilyFriendlyScorer completed in 3132.73s
Shutdown handler de-registered
chaiml-nis-qwen32b-sim_98336_v41 status is now torndown due to DeploymentManager action