developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_89433_v4
model_name: chaiml-mn24b-v2preferwi_89433_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-24T18:32:57+00:00
num_battles: 5749
num_wins: 2946
celo_rating: 1277.05
family_friendly_score: 0.5246
family_friendly_standard_error: 0.007062504371680062
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune3
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': 0.5489938662307465, 'latency_mean': 1.8213870871067046, 'latency_p50': 1.8174750804901123, 'latency_p90': 2.023399758338928}, {'batch_size': 3, 'throughput': 1.113624694885896, 'latency_mean': 2.6818420028686525, 'latency_p50': 2.6791045665740967, 'latency_p90': 2.9882391929626464}, {'batch_size': 5, 'throughput': 1.417500845922893, 'latency_mean': 3.5103569436073303, 'latency_p50': 3.5176286697387695, 'latency_p90': 3.93248655796051}, {'batch_size': 6, 'throughput': 1.5369119523721688, 'latency_mean': 3.8921468913555146, 'latency_p50': 3.889260768890381, 'latency_p90': 4.413078784942627}, {'batch_size': 8, 'throughput': 1.6609589235029094, 'latency_mean': 4.7812534618377684, 'latency_p50': 4.768946051597595, 'latency_p90': 5.368173265457154}, {'batch_size': 10, 'throughput': 1.747575287953201, 'latency_mean': 5.675385289192199, 'latency_p50': 5.728760004043579, 'latency_p90': 6.475882411003113}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_89433_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-24
win_ratio: 0.5124369455557488
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-89433-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-89433-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: Downloaded to shared memory in 127.252s
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmptrb4c7z7, device:0
chaiml-mn24b-v2preferwi-89433-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', '')
Failed to get response for submission chaiml-nitral-dpos1-bet_5231_v12: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-nitral-dpos1-bet_5231_v12/predict', '{"detail":"No connection available."}')
Failed to get response for submission chaiml-mistral32-deeps_89261_v16: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-mistral32-deeps_89261_v16/predict', '{"detail":"No connection available."}')
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: quantized model in 286.382s
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune3 in 413.635s
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v4/nvidia
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v4/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-89433-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-89433-v4/nvidia/flywheel_model.1.safetensors
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Job chaiml-mn24b-v2preferwi-89433-v4-mkmlizer completed after 511.78s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-89433-v4-mkmlizer
Pipeline stage MKMLizer completed in 512.30s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-89433-v4
Waiting for inference service chaiml-mn24b-v2preferwi-89433-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-89433-v4 ready after 60.39000940322876s
Pipeline stage MKMLDeployer completed in 60.83s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0952110290527344s
Received healthy response to inference request in 1.6890900135040283s
Received healthy response to inference request in 1.6897494792938232s
Received healthy response to inference request in 1.7692723274230957s
Received healthy response to inference request in 1.6634740829467773s
5 requests
0 failed requests
5th percentile: 1.6685972690582276
10th percentile: 1.6737204551696778
20th percentile: 1.683966827392578
30th percentile: 1.6892219066619873
40th percentile: 1.6894856929779052
50th percentile: 1.6897494792938232
60th percentile: 1.7215586185455323
70th percentile: 1.7533677577972413
80th percentile: 1.8344600677490235
90th percentile: 1.9648355484008788
95th percentile: 2.0300232887268064
99th percentile: 2.082173480987549
mean time: 1.7813593864440918
Pipeline stage StressChecker completed in 11.28s
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 0.92s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_89433_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-89433-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-89433-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 2859.33s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_89433_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_89433_v4 status is now torndown due to DeploymentManager action