developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_12440_v2
model_name: chaiml-mn24b-v2preferwi_12440_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T02:53:39+00:00
num_battles: 5779
num_wins: 3048
celo_rating: 1284.18
family_friendly_score: 0.5144
family_friendly_standard_error: 0.007068134690284276
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_tune6
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': 0.5456670846114174, 'latency_mean': 1.8325244033336638, 'latency_p50': 1.8279176950454712, 'latency_p90': 2.0351472616195676}, {'batch_size': 3, 'throughput': 1.1014304402901554, 'latency_mean': 2.714598077535629, 'latency_p50': 2.687623143196106, 'latency_p90': 3.07515070438385}, {'batch_size': 5, 'throughput': 1.4034904278082228, 'latency_mean': 3.5375039649009703, 'latency_p50': 3.550422787666321, 'latency_p90': 3.9658302068710327}, {'batch_size': 6, 'throughput': 1.5120802217150267, 'latency_mean': 3.942648743391037, 'latency_p50': 3.9445650577545166, 'latency_p90': 4.475399374961853}, {'batch_size': 8, 'throughput': 1.6433546082244568, 'latency_mean': 4.8419084239006045, 'latency_p50': 4.840986013412476, 'latency_p90': 5.498639774322509}, {'batch_size': 10, 'throughput': 1.7018455879637389, 'latency_mean': 5.837374373674392, 'latency_p50': 5.859901070594788, 'latency_p90': 6.762825584411621}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_12440_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-17
win_ratio: 0.5274268904654784
generation_params: {'temperature': 0.65, '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': '\n<START>\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-12440-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-12440-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: Downloaded to shared memory in 70.332s
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpxbs1h9p9, device:0
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: quantized model in 288.498s
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune6 in 358.831s
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v2/nvidia
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-12440-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-12440-v2-mkmlizer completed after 489.33s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-12440-v2-mkmlizer
Pipeline stage MKMLizer completed in 489.85s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-12440-v2
Waiting for inference service chaiml-mn24b-v2preferwi-12440-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-12440-v2 ready after 40.287020206451416s
Pipeline stage MKMLDeployer completed in 40.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4662582874298096s
Received healthy response to inference request in 1.732921838760376s
Received healthy response to inference request in 1.6483819484710693s
Received healthy response to inference request in 1.6313679218292236s
Received healthy response to inference request in 1.822176218032837s
5 requests
0 failed requests
5th percentile: 1.6347707271575929
10th percentile: 1.6381735324859619
20th percentile: 1.6449791431427
30th percentile: 1.6652899265289307
40th percentile: 1.6991058826446532
50th percentile: 1.732921838760376
60th percentile: 1.7686235904693604
70th percentile: 1.8043253421783447
80th percentile: 1.9509926319122315
90th percentile: 2.2086254596710204
95th percentile: 2.3374418735504148
99th percentile: 2.4404950046539304
mean time: 1.8602212429046632
Pipeline stage StressChecker completed in 11.02s
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 0.70s
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 0.71s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_12440_v2 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 2691.55s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_12440_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_12440_v2 status is now torndown due to DeploymentManager action