developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_59629_v1
model_name: chaiml-mn24b-v2preferwi_59629_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T23:20:59+00:00
num_battles: 5756
num_wins: 2991
celo_rating: 1269.93
family_friendly_score: 0.5776
family_friendly_standard_error: 0.006985388178190243
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune1
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.551638457444106, 'latency_mean': 1.8126565206050873, 'latency_p50': 1.8075745105743408, 'latency_p90': 2.028620433807373}, {'batch_size': 3, 'throughput': 1.1079487243890338, 'latency_mean': 2.7033426296710967, 'latency_p50': 2.7179397344589233, 'latency_p90': 3.0014195680618285}, {'batch_size': 5, 'throughput': 1.415542076263825, 'latency_mean': 3.5140898978710173, 'latency_p50': 3.5251708030700684, 'latency_p90': 3.938873243331909}, {'batch_size': 6, 'throughput': 1.5332129297660824, 'latency_mean': 3.883221528530121, 'latency_p50': 3.890855073928833, 'latency_p90': 4.372686576843262}, {'batch_size': 8, 'throughput': 1.6777779028708646, 'latency_mean': 4.73544993519783, 'latency_p50': 4.707687497138977, 'latency_p90': 5.370742750167846}, {'batch_size': 10, 'throughput': 1.7555629413050087, 'latency_mean': 5.640292859077453, 'latency_p50': 5.572266459465027, 'latency_p90': 6.5478209733963}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_59629_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-20
win_ratio: 0.5196316886726894
generation_params: {'temperature': 0.6, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': True}
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-mn24b-v2preferwi-59629-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-59629-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: Downloaded to shared memory in 58.570s
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpx9tx5s5o, device:0
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: quantized model in 285.793s
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune1 in 344.363s
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v1/nvidia
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-59629-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-59629-v1-mkmlizer completed after 407.9s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-59629-v1-mkmlizer
Pipeline stage MKMLizer completed in 408.37s
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-mn24b-v2preferwi-59629-v1
Waiting for inference service chaiml-mn24b-v2preferwi-59629-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-59629-v1 ready after 60.284621715545654s
Pipeline stage MKMLDeployer completed in 61.13s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.221184730529785s
Received healthy response to inference request in 2.2374277114868164s
Received healthy response to inference request in 2.0528855323791504s
Received healthy response to inference request in 2.3588106632232666s
Received healthy response to inference request in 1.6432948112487793s
5 requests
0 failed requests
5th percentile: 1.7252129554748534
10th percentile: 1.8071310997009278
20th percentile: 1.9709673881530763
30th percentile: 2.0865453720092773
40th percentile: 2.1538650512695314
50th percentile: 2.221184730529785
60th percentile: 2.2276819229125975
70th percentile: 2.2341791152954102
80th percentile: 2.2617043018341065
90th percentile: 2.3102574825286863
95th percentile: 2.3345340728759765
99th percentile: 2.3539553451538087
mean time: 2.1027206897735597
Pipeline stage StressChecker completed in 11.82s
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 0.66s
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 1.22s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59629_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2949.06s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59629_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_59629_v1 status is now torndown due to DeploymentManager action