developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_12440_v3
model_name: chaiml-mn24b-v2preferwi_12440_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T02:54:09+00:00
num_battles: 5717
num_wins: 3006
celo_rating: 1281.46
family_friendly_score: 0.5167999999999999
family_friendly_standard_error: 0.00706707520831638
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': 0.5475312068829621, 'latency_mean': 1.826254266500473, 'latency_p50': 1.8334423303604126, 'latency_p90': 2.0292927503585814}, {'batch_size': 3, 'throughput': 1.097401923243767, 'latency_mean': 2.7136289525032042, 'latency_p50': 2.711350917816162, 'latency_p90': 3.0050641298294067}, {'batch_size': 5, 'throughput': 1.423790848565637, 'latency_mean': 3.4836907529830934, 'latency_p50': 3.459621548652649, 'latency_p90': 3.8967545509338377}, {'batch_size': 6, 'throughput': 1.5346139899211853, 'latency_mean': 3.894847868680954, 'latency_p50': 3.890821933746338, 'latency_p90': 4.4021587610244755}, {'batch_size': 8, 'throughput': 1.6900648125920255, 'latency_mean': 4.693496172428131, 'latency_p50': 4.697511672973633, 'latency_p90': 5.342293429374695}, {'batch_size': 10, 'throughput': 1.749052067580717, 'latency_mean': 5.66785264134407, 'latency_p50': 5.6822309494018555, 'latency_p90': 6.40874752998352}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_12440_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-17
win_ratio: 0.5258002448836803
generation_params: {'temperature': 0.7, '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-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-12440-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: Downloaded to shared memory in 54.357s
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpmhy_4njj, device:0
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: quantized model in 288.681s
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune6 in 343.038s
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v3/nvidia
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-12440-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-12440-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-12440-v3-mkmlizer completed after 468.4s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-12440-v3-mkmlizer
Pipeline stage MKMLizer completed in 468.96s
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-12440-v3
Waiting for inference service chaiml-mn24b-v2preferwi-12440-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-12440-v3 ready after 50.24089169502258s
Pipeline stage MKMLDeployer completed in 50.76s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0661303997039795s
Received healthy response to inference request in 1.5433690547943115s
Received healthy response to inference request in 1.7819173336029053s
Received healthy response to inference request in 1.8583338260650635s
Received healthy response to inference request in 1.5196099281311035s
5 requests
0 failed requests
5th percentile: 1.524361753463745
10th percentile: 1.5291135787963868
20th percentile: 1.53861722946167
30th percentile: 1.5910787105560302
40th percentile: 1.6864980220794679
50th percentile: 1.7819173336029053
60th percentile: 1.8124839305877685
70th percentile: 1.8430505275726319
80th percentile: 1.8998931407928468
90th percentile: 1.9830117702484131
95th percentile: 2.024571084976196
99th percentile: 2.0578185367584227
mean time: 1.7538721084594726
Pipeline stage StressChecker completed in 10.31s
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 0.67s
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 2.35s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_12440_v3 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 2702.31s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_12440_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_12440_v3 status is now torndown due to DeploymentManager action