developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_24613_v5
model_name: chaiml-mn24b-v2preferwi_24613_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T03:53:41+00:00
num_battles: 5359
num_wins: 2752
celo_rating: 1266.33
family_friendly_score: 0.5494
family_friendly_standard_error: 0.007036471274722863
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_overall_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': 0.550527088232436, 'latency_mean': 1.8163141310214996, 'latency_p50': 1.8217226266860962, 'latency_p90': 2.010861945152283}, {'batch_size': 3, 'throughput': 1.12460292516066, 'latency_mean': 2.6592304360866548, 'latency_p50': 2.655604839324951, 'latency_p90': 2.9273650646209717}, {'batch_size': 5, 'throughput': 1.4355025041320155, 'latency_mean': 3.4616871321201326, 'latency_p50': 3.4860585927963257, 'latency_p90': 3.8386845111846926}, {'batch_size': 6, 'throughput': 1.5535800804428723, 'latency_mean': 3.8354373133182524, 'latency_p50': 3.8519957065582275, 'latency_p90': 4.325134301185608}, {'batch_size': 8, 'throughput': 1.720892059980525, 'latency_mean': 4.6009317111969, 'latency_p50': 4.563148260116577, 'latency_p90': 5.291358184814453}, {'batch_size': 10, 'throughput': 1.7829807758569491, 'latency_mean': 5.561606488227844, 'latency_p50': 5.552537679672241, 'latency_p90': 6.322776222229003}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_24613_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_overall_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-15
win_ratio: 0.51352864340362
generation_params: {'temperature': 0.8, '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-24613-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-24613-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: Downloaded to shared memory in 56.109s
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_overall_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpumn84go5, device:0
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: quantized model in 287.277s
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_overall_tune1 in 343.387s
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v5/nvidia
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-24613-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-24613-v5-mkmlizer completed after 457.53s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-24613-v5-mkmlizer
Pipeline stage MKMLizer completed in 458.04s
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-24613-v5
Waiting for inference service chaiml-mn24b-v2preferwi-24613-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-24613-v5 ready after 40.212037086486816s
Pipeline stage MKMLDeployer completed in 40.79s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3215866088867188s
Received healthy response to inference request in 1.0289349555969238s
Received healthy response to inference request in 1.8930258750915527s
Received healthy response to inference request in 1.638777494430542s
Received healthy response to inference request in 1.6355535984039307s
5 requests
0 failed requests
5th percentile: 1.150258684158325
10th percentile: 1.2715824127197266
20th percentile: 1.5142298698425294
30th percentile: 1.636198377609253
40th percentile: 1.6374879360198975
50th percentile: 1.638777494430542
60th percentile: 1.7404768466949463
70th percentile: 1.8421761989593506
80th percentile: 1.9787380218505861
90th percentile: 2.1501623153686524
95th percentile: 2.2358744621276854
99th percentile: 2.304444179534912
mean time: 1.7035757064819337
Pipeline stage StressChecker completed in 9.95s
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 0.71s
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 0.76s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_24613_v5 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 2723.55s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_24613_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_24613_v5 status is now torndown due to DeploymentManager action