developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_74284_v2
model_name: chaiml-mn24b-v2preferwi_74284_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T17:24:15+00:00
num_battles: 5248
num_wins: 2654
celo_rating: 1263.15
family_friendly_score: 0.5742
family_friendly_standard_error: 0.00699277284058334
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune8
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': 0.5494146418162917, 'latency_mean': 1.8200108921527862, 'latency_p50': 1.818683385848999, 'latency_p90': 2.0110543012619018}, {'batch_size': 3, 'throughput': 1.1144752103443076, 'latency_mean': 2.6747344076633452, 'latency_p50': 2.684173822402954, 'latency_p90': 2.9570756435394285}, {'batch_size': 5, 'throughput': 1.4512815602725873, 'latency_mean': 3.420191034078598, 'latency_p50': 3.432923436164856, 'latency_p90': 3.867347431182861}, {'batch_size': 6, 'throughput': 1.5604193620338873, 'latency_mean': 3.819701943397522, 'latency_p50': 3.8073391914367676, 'latency_p90': 4.345327925682068}, {'batch_size': 8, 'throughput': 1.7378218936450327, 'latency_mean': 4.5816128075122835, 'latency_p50': 4.510014057159424, 'latency_p90': 5.33016529083252}, {'batch_size': 10, 'throughput': 1.8088027263141557, 'latency_mean': 5.485883132219315, 'latency_p50': 5.487703800201416, 'latency_p90': 6.437468218803406}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_74284_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-20
win_ratio: 0.5057164634146342
generation_params: {'temperature': 0.65, '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-74284-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-74284-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: Downloaded to shared memory in 50.648s
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmppf28afeu, device:0
chaiml-mn24b-v2preferwi-74284-v2-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 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-74284-v2-mkmlizer: quantized model in 285.209s
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune8 in 335.857s
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v2/nvidia
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v2/nvidia/tokenizer.json
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-74284-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v2/nvidia/flywheel_model.1.safetensors
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":"503, message=\'Attempt to decode JSON with unexpected mimetype: text/plain\', url=\'http://10.7.78.108:8080/models/chaiml-mistral32-deeps_89261_v16/predict\'"}')
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74284-v2/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-74284-v2-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-74284-v2-mkmlizer completed after 499.99s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-74284-v2-mkmlizer
Pipeline stage MKMLizer completed in 500.60s
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-74284-v2
Waiting for inference service chaiml-mn24b-v2preferwi-74284-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-74284-v2 ready after 60.260737895965576s
Pipeline stage MKMLDeployer completed in 60.72s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.561168909072876s
Received healthy response to inference request in 2.241797924041748s
Received healthy response to inference request in 2.017361640930176s
Received healthy response to inference request in 1.6539862155914307s
Received healthy response to inference request in 1.7572922706604004s
5 requests
0 failed requests
5th percentile: 1.6746474266052247
10th percentile: 1.6953086376190185
20th percentile: 1.7366310596466064
30th percentile: 1.8093061447143555
40th percentile: 1.9133338928222656
50th percentile: 2.017361640930176
60th percentile: 2.1071361541748046
70th percentile: 2.1969106674194334
80th percentile: 2.305672121047974
90th percentile: 2.433420515060425
95th percentile: 2.49729471206665
99th percentile: 2.5483940696716307
mean time: 2.046321392059326
Pipeline stage StressChecker completed in 12.08s
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 0.75s
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 1.19s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_74284_v2 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 3049.18s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_74284_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_74284_v2 status is now torndown due to DeploymentManager action