developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_47271_v4
model_name: chaiml-mn24b-v2preferwi_47271_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T00:39:39+00:00
num_battles: 6228
num_wins: 3304
celo_rating: 1274.0
family_friendly_score: 0.5682
family_friendly_standard_error: 0.0070049805138915275
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune4
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': 0.5460783095442916, 'latency_mean': 1.831136529445648, 'latency_p50': 1.8291176557540894, 'latency_p90': 2.0276707649230956}, {'batch_size': 3, 'throughput': 1.1031121174098155, 'latency_mean': 2.712056677341461, 'latency_p50': 2.721853494644165, 'latency_p90': 2.973199200630188}, {'batch_size': 5, 'throughput': 1.415104349836269, 'latency_mean': 3.515730189085007, 'latency_p50': 3.4980974197387695, 'latency_p90': 3.9958121299743654}, {'batch_size': 6, 'throughput': 1.520318335790085, 'latency_mean': 3.921293578147888, 'latency_p50': 3.9251489639282227, 'latency_p90': 4.398427700996399}, {'batch_size': 8, 'throughput': 1.6869627481953593, 'latency_mean': 4.707208889722824, 'latency_p50': 4.676028370857239, 'latency_p90': 5.374704909324646}, {'batch_size': 10, 'throughput': 1.7680079864836018, 'latency_mean': 5.612973860502243, 'latency_p50': 5.605224847793579, 'latency_p90': 6.385055088996887}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_47271_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-20
win_ratio: 0.5305073859987155
generation_params: {'temperature': 0.75, '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-47271-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-47271-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: Downloaded to shared memory in 43.621s
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpsd4tddu0, device:0
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: quantized model in 286.597s
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune4 in 330.218s
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47271-v4/nvidia
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47271-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47271-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47271-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47271-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47271-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-47271-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47271-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-47271-v4-mkmlizer completed after 367.73s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-47271-v4-mkmlizer
Pipeline stage MKMLizer completed in 368.22s
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-47271-v4
Waiting for inference service chaiml-mn24b-v2preferwi-47271-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-47271-v4 ready after 70.60695958137512s
Pipeline stage MKMLDeployer completed in 71.12s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.016465425491333s
Received healthy response to inference request in 1.5027744770050049s
Received healthy response to inference request in 2.102860689163208s
Received healthy response to inference request in 1.6612064838409424s
Received healthy response to inference request in 1.8404695987701416s
5 requests
0 failed requests
5th percentile: 1.5344608783721925
10th percentile: 1.5661472797393798
20th percentile: 1.6295200824737548
30th percentile: 1.6970591068267822
40th percentile: 1.768764352798462
50th percentile: 1.8404695987701416
60th percentile: 1.9108679294586182
70th percentile: 1.9812662601470947
80th percentile: 2.033744478225708
90th percentile: 2.068302583694458
95th percentile: 2.085581636428833
99th percentile: 2.099404878616333
mean time: 1.8247553348541259
Pipeline stage StressChecker completed in 10.49s
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 0.65s
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 0.94s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_47271_v4 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 2762.21s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_47271_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_47271_v4 status is now torndown due to DeploymentManager action