developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_67687_v5
model_name: chaiml-mn24b-v2preferwi_67687_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T20:16:51+00:00
num_battles: 5909
num_wins: 3111
celo_rating: 1278.19
family_friendly_score: 0.5548
family_friendly_standard_error: 0.007028470103799261
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_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': 0.5420894333326057, 'latency_mean': 1.844590015411377, 'latency_p50': 1.8629671335220337, 'latency_p90': 2.0545058965682985}, {'batch_size': 3, 'throughput': 1.1157394493768689, 'latency_mean': 2.6823999202251434, 'latency_p50': 2.6820801496505737, 'latency_p90': 2.968510627746582}, {'batch_size': 5, 'throughput': 1.448126113803915, 'latency_mean': 3.440480774641037, 'latency_p50': 3.4343756437301636, 'latency_p90': 3.8610739946365356}, {'batch_size': 6, 'throughput': 1.5468312173203036, 'latency_mean': 3.8531211495399473, 'latency_p50': 3.844763159751892, 'latency_p90': 4.341325640678406}, {'batch_size': 8, 'throughput': 1.7111573650847813, 'latency_mean': 4.644011687040329, 'latency_p50': 4.652815103530884, 'latency_p90': 5.2550325155258175}, {'batch_size': 10, 'throughput': 1.7940346963917726, 'latency_mean': 5.524592349529266, 'latency_p50': 5.506252288818359, 'latency_p90': 6.403518199920654}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_67687_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-21
win_ratio: 0.5264850228465053
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-67687-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-67687-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: Downloaded to shared memory in 48.093s
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpyjmatpqb, device:0
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: quantized model in 282.412s
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune5 in 330.505s
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v5/nvidia
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-67687-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-67687-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-67687-v5-mkmlizer completed after 408.92s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-67687-v5-mkmlizer
Pipeline stage MKMLizer completed in 409.42s
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-67687-v5
Waiting for inference service chaiml-mn24b-v2preferwi-67687-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-67687-v5 ready after 70.35218143463135s
Pipeline stage MKMLDeployer completed in 70.90s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.132037401199341s
Received healthy response to inference request in 2.1837141513824463s
Received healthy response to inference request in 1.748779535293579s
Received healthy response to inference request in 2.034459352493286s
Received healthy response to inference request in 2.0575225353240967s
5 requests
0 failed requests
5th percentile: 1.8059154987335204
10th percentile: 1.863051462173462
20th percentile: 1.9773233890533448
30th percentile: 2.0390719890594484
40th percentile: 2.0482972621917725
50th percentile: 2.0575225353240967
60th percentile: 2.087328481674194
70th percentile: 2.117134428024292
80th percentile: 2.142372751235962
90th percentile: 2.1630434513092043
95th percentile: 2.1733788013458253
99th percentile: 2.181647081375122
mean time: 2.0313025951385497
Pipeline stage StressChecker completed in 11.41s
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_67687_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 2731.39s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_67687_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_67687_v5 status is now torndown due to DeploymentManager action