developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_16354_v1
model_name: chaiml-mn24b-v2preferwi_16354_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T14:34:41+00:00
num_battles: 6017
num_wins: 3176
celo_rating: 1277.02
family_friendly_score: 0.5562
family_friendly_standard_error: 0.007026258748437891
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_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': 0.54696170612507, 'latency_mean': 1.8281563484668732, 'latency_p50': 1.8286164999008179, 'latency_p90': 2.0266632080078124}, {'batch_size': 3, 'throughput': 1.0985166384614675, 'latency_mean': 2.716774749755859, 'latency_p50': 2.7325621843338013, 'latency_p90': 2.9899858474731444}, {'batch_size': 5, 'throughput': 1.4322473001205451, 'latency_mean': 3.467479856014252, 'latency_p50': 3.4733948707580566, 'latency_p90': 3.95622181892395}, {'batch_size': 6, 'throughput': 1.5393976650575163, 'latency_mean': 3.878160160779953, 'latency_p50': 3.9020243883132935, 'latency_p90': 4.365823984146118}, {'batch_size': 8, 'throughput': 1.6814374354916921, 'latency_mean': 4.711734194755554, 'latency_p50': 4.7183544635772705, 'latency_p90': 5.286807012557984}, {'batch_size': 10, 'throughput': 1.7552225127621928, 'latency_mean': 5.646750367879868, 'latency_p50': 5.591814279556274, 'latency_p90': 6.414535069465638}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_16354_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-19
win_ratio: 0.5278377929200598
generation_params: {'temperature': 0.6, '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-16354-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-16354-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: Downloaded to shared memory in 75.560s
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmppvdzjv2t, device:0
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: quantized model in 289.326s
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune6 in 364.887s
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v1/nvidia
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-16354-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v1/nvidia/flywheel_model.1.safetensors
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Job chaiml-mn24b-v2preferwi-16354-v1-mkmlizer completed after 434.88s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-16354-v1-mkmlizer
Pipeline stage MKMLizer completed in 435.46s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.22s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-16354-v1
Waiting for inference service chaiml-mn24b-v2preferwi-16354-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-16354-v1 ready after 61.43187212944031s
Pipeline stage MKMLDeployer completed in 62.64s
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 2.07930850982666s
Received healthy response to inference request in 2.157031297683716s
Received healthy response to inference request in 2.0173909664154053s
Received healthy response to inference request in 2.0995824337005615s
5 requests
1 failed requests
5th percentile: 2.029774475097656
10th percentile: 2.0421579837799073
20th percentile: 2.0669250011444094
30th percentile: 2.0833632946014404
40th percentile: 2.091472864151001
50th percentile: 2.0995824337005615
60th percentile: 2.122561979293823
70th percentile: 2.145541524887085
80th percentile: 5.757634735107425
90th percentile: 12.958841609954835
95th percentile: 16.55944504737854
99th percentile: 19.439927797317505
mean time: 5.702672338485717
%s, retrying in %s seconds...
Received healthy response to inference request in 1.7962400913238525s
Received healthy response to inference request in 1.8476903438568115s
Received healthy response to inference request in 1.8823890686035156s
Received healthy response to inference request in 2.004582166671753s
Received healthy response to inference request in 1.8977439403533936s
5 requests
0 failed requests
5th percentile: 1.8065301418304442
10th percentile: 1.8168201923370362
20th percentile: 1.8374002933502198
30th percentile: 1.8546300888061524
40th percentile: 1.868509578704834
50th percentile: 1.8823890686035156
60th percentile: 1.8885310173034668
70th percentile: 1.894672966003418
80th percentile: 1.9191115856170655
90th percentile: 1.9618468761444092
95th percentile: 1.983214521408081
99th percentile: 2.0003086376190184
mean time: 1.8857291221618653
Pipeline stage StressChecker completed in 41.71s
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 2.13s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_16354_v1 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 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-16354-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-16354-v1-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 2738.39s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_16354_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_16354_v1 status is now torndown due to DeploymentManager action