developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_51234_v3
model_name: chaiml-mn24b-v2preferwi_51234_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T20:16:53+00:00
num_battles: 6597
num_wins: 3438
celo_rating: 1269.87
family_friendly_score: 0.5674
family_friendly_standard_error: 0.007006528955196004
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune2
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': 0.5424414882185343, 'latency_mean': 1.843420089483261, 'latency_p50': 1.8546631336212158, 'latency_p90': 2.054029703140259}, {'batch_size': 3, 'throughput': 1.1042592121538355, 'latency_mean': 2.706500197649002, 'latency_p50': 2.6927671432495117, 'latency_p90': 2.97511248588562}, {'batch_size': 5, 'throughput': 1.4058132829222123, 'latency_mean': 3.5320950841903684, 'latency_p50': 3.5335558652877808, 'latency_p90': 3.9646285295486448}, {'batch_size': 6, 'throughput': 1.5048660248401073, 'latency_mean': 3.955753619670868, 'latency_p50': 3.9891271591186523, 'latency_p90': 4.459887313842773}, {'batch_size': 8, 'throughput': 1.6674476314236688, 'latency_mean': 4.759788477420807, 'latency_p50': 4.7150959968566895, 'latency_p90': 5.580648136138916}, {'batch_size': 10, 'throughput': 1.7319819980251303, 'latency_mean': 5.718337037563324, 'latency_p50': 5.733229398727417, 'latency_p90': 6.3891911745071415}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_51234_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-19
win_ratio: 0.5211459754433834
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-51234-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-51234-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-51234-v3-mkmlizer: Downloaded to shared memory in 61.137s
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpaywdfpho, device:0
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: quantized model in 287.423s
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune2 in 348.561s
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v3/nvidia
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v3/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', '')
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-51234-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-51234-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-51234-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-51234-v3-mkmlizer completed after 473.59s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-51234-v3-mkmlizer
Pipeline stage MKMLizer completed in 474.46s
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-51234-v3
Waiting for inference service chaiml-mn24b-v2preferwi-51234-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-51234-v3 ready after 70.31170797348022s
Pipeline stage MKMLDeployer completed in 70.94s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0788772106170654s
Received healthy response to inference request in 1.1489782333374023s
Received healthy response to inference request in 1.9170634746551514s
Received healthy response to inference request in 2.2655832767486572s
Received healthy response to inference request in 1.7806260585784912s
5 requests
0 failed requests
5th percentile: 1.27530779838562
10th percentile: 1.401637363433838
20th percentile: 1.6542964935302735
30th percentile: 1.8079135417938232
40th percentile: 1.8624885082244873
50th percentile: 1.9170634746551514
60th percentile: 1.981788969039917
70th percentile: 2.046514463424683
80th percentile: 2.116218423843384
90th percentile: 2.1909008502960203
95th percentile: 2.228242063522339
99th percentile: 2.2581150341033935
mean time: 1.8382256507873536
Pipeline stage StressChecker completed in 10.89s
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 0.79s
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 0.73s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_51234_v3 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 3078.11s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_51234_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_51234_v3 status is now torndown due to DeploymentManager action