developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_94085_v2
model_name: chaiml-mn24b-v2preferwi_94085_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T02:52:18+00:00
num_battles: 5818
num_wins: 3027
celo_rating: 1281.45
family_friendly_score: 0.4998
family_friendly_standard_error: 0.007071067246180028
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_tune5
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': 0.5487851991829571, 'latency_mean': 1.82208477973938, 'latency_p50': 1.8099784851074219, 'latency_p90': 2.023190665245056}, {'batch_size': 3, 'throughput': 1.0965180785654363, 'latency_mean': 2.7285972702503205, 'latency_p50': 2.7227694988250732, 'latency_p90': 2.990670657157898}, {'batch_size': 5, 'throughput': 1.4202704483837918, 'latency_mean': 3.508701596260071, 'latency_p50': 3.5135854482650757, 'latency_p90': 3.8765172958374023}, {'batch_size': 6, 'throughput': 1.5239724206636505, 'latency_mean': 3.8976075661182406, 'latency_p50': 3.9254467487335205, 'latency_p90': 4.449546909332275}, {'batch_size': 8, 'throughput': 1.6828663816902498, 'latency_mean': 4.736437108516693, 'latency_p50': 4.682308077812195, 'latency_p90': 5.513612198829651}, {'batch_size': 10, 'throughput': 1.7484063794191085, 'latency_mean': 5.677398527860642, 'latency_p50': 5.669395208358765, 'latency_p90': 6.533474564552307}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_94085_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-17
win_ratio: 0.520281883808869
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-94085-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-94085-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: Downloaded to shared memory in 44.861s
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpw_ppy1tm, device:0
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: quantized model in 286.963s
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune5 in 331.825s
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-94085-v2/nvidia
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-94085-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-94085-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-94085-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-94085-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-94085-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-94085-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-94085-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-94085-v2-mkmlizer completed after 459.24s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-94085-v2-mkmlizer
Pipeline stage MKMLizer completed in 459.82s
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-94085-v2
Waiting for inference service chaiml-mn24b-v2preferwi-94085-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-94085-v2 ready after 50.253586769104004s
Pipeline stage MKMLDeployer completed in 50.87s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.031196355819702s
Received healthy response to inference request in 1.6193227767944336s
Received healthy response to inference request in 1.5865604877471924s
Received healthy response to inference request in 1.714897871017456s
Received healthy response to inference request in 1.6579699516296387s
5 requests
0 failed requests
5th percentile: 1.5931129455566406
10th percentile: 1.5996654033660889
20th percentile: 1.6127703189849854
30th percentile: 1.6270522117614745
40th percentile: 1.6425110816955566
50th percentile: 1.6579699516296387
60th percentile: 1.6807411193847657
70th percentile: 1.7035122871398927
80th percentile: 1.7781575679779054
90th percentile: 1.9046769618988038
95th percentile: 1.9679366588592528
99th percentile: 2.0185444164276123
mean time: 1.7219894886016847
Pipeline stage StressChecker completed in 10.19s
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 1.00s
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 0.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_94085_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 2515.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_94085_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_94085_v2 status is now torndown due to DeploymentManager action