developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_21976_v5
model_name: chaiml-mn24b-v2preferwi_21976_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T02:54:39+00:00
num_battles: 6070
num_wins: 3223
celo_rating: 1276.17
family_friendly_score: 0.5588
family_friendly_standard_error: 0.007022001993733695
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_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': 0.5440854209586269, 'latency_mean': 1.8378264725208282, 'latency_p50': 1.843428373336792, 'latency_p90': 2.041997265815735}, {'batch_size': 3, 'throughput': 1.102714193013271, 'latency_mean': 2.705150715112686, 'latency_p50': 2.710327625274658, 'latency_p90': 3.022044539451599}, {'batch_size': 5, 'throughput': 1.4194691297122517, 'latency_mean': 3.498321006298065, 'latency_p50': 3.5106749534606934, 'latency_p90': 3.9867343425750734}, {'batch_size': 6, 'throughput': 1.531071471215442, 'latency_mean': 3.8995258903503416, 'latency_p50': 3.9049805402755737, 'latency_p90': 4.357621264457703}, {'batch_size': 8, 'throughput': 1.6914950688336068, 'latency_mean': 4.695882719755173, 'latency_p50': 4.7013208866119385, 'latency_p90': 5.300113344192504}, {'batch_size': 10, 'throughput': 1.7624333909707568, 'latency_mean': 5.6084673368930815, 'latency_p50': 5.622882008552551, 'latency_p90': 6.356205105781555}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_21976_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-20
win_ratio: 0.5309719934102142
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-21976-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-21976-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: Downloaded to shared memory in 46.763s
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp3b0w1efx, device:0
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: quantized model in 285.221s
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune6 in 331.984s
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21976-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-21976-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-21976-v5-mkmlizer completed after 397.18s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-21976-v5-mkmlizer
Pipeline stage MKMLizer completed in 397.64s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.55s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-21976-v5
Waiting for inference service chaiml-mn24b-v2preferwi-21976-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-21976-v5 ready after 70.2733690738678s
Pipeline stage MKMLDeployer completed in 70.89s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.2590525150299072s
Received healthy response to inference request in 1.9072251319885254s
Received healthy response to inference request in 2.751983880996704s
Received healthy response to inference request in 1.6353418827056885s
5 requests
1 failed requests
5th percentile: 1.689718532562256
10th percentile: 1.7440951824188233
20th percentile: 1.852848482131958
30th percentile: 1.9775906085968018
40th percentile: 2.1183215618133544
50th percentile: 2.2590525150299072
60th percentile: 2.456225061416626
70th percentile: 2.6533976078033445
80th percentile: 6.2344300270080595
90th percentile: 13.199322319030763
95th percentile: 16.68176846504211
99th percentile: 19.467725381851196
mean time: 5.743563604354859
%s, retrying in %s seconds...
Received healthy response to inference request in 1.8586914539337158s
Received healthy response to inference request in 1.9313838481903076s
Received healthy response to inference request in 1.8376789093017578s
Received healthy response to inference request in 1.6541595458984375s
Received healthy response to inference request in 1.7554254531860352s
5 requests
0 failed requests
5th percentile: 1.674412727355957
10th percentile: 1.6946659088134766
20th percentile: 1.7351722717285156
30th percentile: 1.7718761444091797
40th percentile: 1.8047775268554687
50th percentile: 1.8376789093017578
60th percentile: 1.846083927154541
70th percentile: 1.8544889450073243
80th percentile: 1.8732299327850341
90th percentile: 1.902306890487671
95th percentile: 1.9168453693389893
99th percentile: 1.928476152420044
mean time: 1.8074678421020507
Pipeline stage StressChecker completed in 40.29s
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 0.77s
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 0.71s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_21976_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 2949.62s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_21976_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_21976_v5 status is now torndown due to DeploymentManager action