developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_44109_v5
model_name: chaiml-mn24b-v2preferwi_44109_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-25T04:09:39+00:00
num_battles: 5953
num_wins: 2941
celo_rating: 1279.87
family_friendly_score: 0.5494
family_friendly_standard_error: 0.007036471274722863
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': 0.5461562210480421, 'latency_mean': 1.8308499693870544, 'latency_p50': 1.8310407400131226, 'latency_p90': 2.0399020671844483}, {'batch_size': 3, 'throughput': 1.1167144244471912, 'latency_mean': 2.6789317321777344, 'latency_p50': 2.6741174459457397, 'latency_p90': 2.9411545991897583}, {'batch_size': 5, 'throughput': 1.4304187166456348, 'latency_mean': 3.483168601989746, 'latency_p50': 3.4874260425567627, 'latency_p90': 3.9471573352813722}, {'batch_size': 6, 'throughput': 1.5240429436034193, 'latency_mean': 3.912027522325516, 'latency_p50': 3.8934273719787598, 'latency_p90': 4.492228078842163}, {'batch_size': 8, 'throughput': 1.6732235400861282, 'latency_mean': 4.721474406719207, 'latency_p50': 4.746498227119446, 'latency_p90': 5.365194916725159}, {'batch_size': 10, 'throughput': 1.7635896699693139, 'latency_mean': 5.629463678598404, 'latency_p50': 5.618696689605713, 'latency_p90': 6.309174299240112}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_44109_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-24
win_ratio: 0.4940366201915001
generation_params: {'temperature': 0.75, '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-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-44109-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: Downloaded to shared memory in 46.423s
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpb21r3roo, device:0
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission blend_hemen_2025-09-02: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-mistral31-24b-s_69496_v30/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \\"503, message=...b-s_69496_v30/predict\'\\"}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: quantized model in 285.735s
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo16_tune1 in 332.158s
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v5/nvidia
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-44109-v5/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-44109-v5-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-44109-v5-mkmlizer completed after 428.25s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-44109-v5-mkmlizer
Pipeline stage MKMLizer completed in 429.09s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.65s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-44109-v5
Waiting for inference service chaiml-mn24b-v2preferwi-44109-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-44109-v5 ready after 60.435627698898315s
Pipeline stage MKMLDeployer completed in 61.04s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9077107906341553s
Received healthy response to inference request in 1.6771185398101807s
Received healthy response to inference request in 1.7493796348571777s
Received healthy response to inference request in 1.6008551120758057s
Received healthy response to inference request in 1.5322165489196777s
5 requests
0 failed requests
5th percentile: 1.5459442615509034
10th percentile: 1.559671974182129
20th percentile: 1.58712739944458
30th percentile: 1.6161077976226808
40th percentile: 1.6466131687164307
50th percentile: 1.6771185398101807
60th percentile: 1.7060229778289795
70th percentile: 1.7349274158477783
80th percentile: 1.7810458660125732
90th percentile: 1.8443783283233643
95th percentile: 1.8760445594787598
99th percentile: 1.9013775444030763
mean time: 1.6934561252593994
Pipeline stage StressChecker completed in 9.91s
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 0.67s
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 0.74s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_44109_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 2847.63s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_44109_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_44109_v5 status is now torndown due to DeploymentManager action