developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_44109_v4
model_name: chaiml-mn24b-v2preferwi_44109_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T04:09:24+00:00
num_battles: 5296
num_wins: 2650
celo_rating: 1285.09
family_friendly_score: 0.546
family_friendly_standard_error: 0.007041079462696043
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune1
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': 0.5445324211321966, 'latency_mean': 1.836316899061203, 'latency_p50': 1.8347594738006592, 'latency_p90': 2.0317402124404906}, {'batch_size': 3, 'throughput': 1.112572476097805, 'latency_mean': 2.6903242015838624, 'latency_p50': 2.697396993637085, 'latency_p90': 2.9517253637313843}, {'batch_size': 5, 'throughput': 1.4279238368083191, 'latency_mean': 3.482824000120163, 'latency_p50': 3.473629593849182, 'latency_p90': 3.943177914619446}, {'batch_size': 6, 'throughput': 1.5188852310674696, 'latency_mean': 3.929163738489151, 'latency_p50': 3.962928533554077, 'latency_p90': 4.450165319442749}, {'batch_size': 8, 'throughput': 1.692914293658955, 'latency_mean': 4.694426451921463, 'latency_p50': 4.70147705078125, 'latency_p90': 5.293115162849427}, {'batch_size': 10, 'throughput': 1.7537371105797281, 'latency_mean': 5.661776549816132, 'latency_p50': 5.729604125022888, 'latency_p90': 6.447443747520447}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_44109_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-24
win_ratio: 0.5003776435045317
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-44109-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-44109-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: Downloaded to shared memory in 48.080s
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp3wutas6a, device:0
chaiml-mn24b-v2preferwi-44109-v4-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-44109-v4-mkmlizer: quantized model in 284.878s
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune1 in 332.958s
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v4/nvidia
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v4/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-44109-v4-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-44109-v4-mkmlizer completed after 438.84s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-44109-v4-mkmlizer
Pipeline stage MKMLizer completed in 439.34s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-44109-v4
Waiting for inference service chaiml-mn24b-v2preferwi-44109-v4 to be ready
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', '')
Inference service chaiml-mn24b-v2preferwi-44109-v4 ready after 50.25339412689209s
Pipeline stage MKMLDeployer completed in 50.73s
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 2.1544079780578613s
Received healthy response to inference request in 1.7953026294708252s
Received healthy response to inference request in 1.703216552734375s
Received healthy response to inference request in 1.5851218700408936s
5 requests
1 failed requests
5th percentile: 1.6087408065795898
10th percentile: 1.6323597431182861
20th percentile: 1.6795976161956787
30th percentile: 1.7216337680816651
40th percentile: 1.7584681987762452
50th percentile: 1.7953026294708252
60th percentile: 1.9389447689056396
70th percentile: 2.082586908340454
80th percentile: 5.760746002197269
90th percentile: 12.973422050476076
95th percentile: 16.579760074615475
99th percentile: 19.464830493927
mean time: 5.484829425811768
%s, retrying in %s seconds...
Received healthy response to inference request in 1.7709734439849854s
Received healthy response to inference request in 1.3552193641662598s
Received healthy response to inference request in 3.403111696243286s
Received healthy response to inference request in 2.1257450580596924s
Received healthy response to inference request in 1.67104172706604s
5 requests
0 failed requests
5th percentile: 1.4183838367462158
10th percentile: 1.4815483093261719
20th percentile: 1.607877254486084
30th percentile: 1.691028070449829
40th percentile: 1.7310007572174073
50th percentile: 1.7709734439849854
60th percentile: 1.9128820896148682
70th percentile: 2.054790735244751
80th percentile: 2.3812183856964113
90th percentile: 2.8921650409698487
95th percentile: 3.147638368606567
99th percentile: 3.3520170307159423
mean time: 2.0652182579040526
Pipeline stage StressChecker completed in 41.04s
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 0.73s
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 0.79s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_44109_v4 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-44109-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-44109-v4-profiler to be ready
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 2837.54s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_44109_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_44109_v4 status is now torndown due to DeploymentManager action