developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_97012_v2
model_name: chaiml-mn24b-v2preferwi_97012_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T01:43:57+00:00
num_battles: 5660
num_wins: 2991
celo_rating: 1276.29
family_friendly_score: 0.5871999999999999
family_friendly_standard_error: 0.006962702923434261
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune7
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': 0.5480557885137428, 'latency_mean': 1.8245250141620637, 'latency_p50': 1.8205257654190063, 'latency_p90': 2.032007908821106}, {'batch_size': 3, 'throughput': 1.103316892468256, 'latency_mean': 2.711210796833038, 'latency_p50': 2.7128992080688477, 'latency_p90': 3.026451516151428}, {'batch_size': 5, 'throughput': 1.4110447646485096, 'latency_mean': 3.5245023238658906, 'latency_p50': 3.49589467048645, 'latency_p90': 4.083115887641907}, {'batch_size': 6, 'throughput': 1.5022374821551043, 'latency_mean': 3.96792680978775, 'latency_p50': 3.9514474868774414, 'latency_p90': 4.469193720817566}, {'batch_size': 8, 'throughput': 1.6454089310697555, 'latency_mean': 4.818257135152817, 'latency_p50': 4.777568221092224, 'latency_p90': 5.4852691173553465}, {'batch_size': 10, 'throughput': 1.7141797065118545, 'latency_mean': 5.781209174394608, 'latency_p50': 5.734437108039856, 'latency_p90': 6.619112730026245}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_97012_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-16
win_ratio: 0.5284452296819788
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-97012-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-97012-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: Downloaded to shared memory in 67.256s
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpq3wff124, device:0
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: quantized model in 288.305s
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune7 in 355.562s
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v2/nvidia
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-97012-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-97012-v2-mkmlizer completed after 468.03s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-97012-v2-mkmlizer
Pipeline stage MKMLizer completed in 468.57s
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-97012-v2
Waiting for inference service chaiml-mn24b-v2preferwi-97012-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-97012-v2 ready after 30.156408548355103s
Pipeline stage MKMLDeployer completed in 30.71s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.22700834274292s
Received healthy response to inference request in 2.0302445888519287s
Received healthy response to inference request in 2.0090878009796143s
Received healthy response to inference request in 1.6605632305145264s
Received healthy response to inference request in 1.8311138153076172s
5 requests
0 failed requests
5th percentile: 1.6946733474731446
10th percentile: 1.7287834644317628
20th percentile: 1.797003698348999
30th percentile: 1.8667086124420167
40th percentile: 1.9378982067108155
50th percentile: 2.0090878009796143
60th percentile: 2.01755051612854
70th percentile: 2.026013231277466
80th percentile: 2.069597339630127
90th percentile: 2.1483028411865233
95th percentile: 2.1876555919647216
99th percentile: 2.21913779258728
mean time: 1.9516035556793212
Pipeline stage StressChecker completed in 11.51s
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 0.90s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_97012_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 2788.88s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_97012_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_97012_v2 status is now torndown due to DeploymentManager action