developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_59631_v1
model_name: chaiml-mn24b-v2preferwi_59631_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T17:20:15+00:00
num_battles: 5276
num_wins: 2656
celo_rating: 1262.85
family_friendly_score: 0.573
family_friendly_standard_error: 0.006995298421082549
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_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': 0.5470184900922278, 'latency_mean': 1.8279899621009827, 'latency_p50': 1.8109904527664185, 'latency_p90': 2.0372994422912596}, {'batch_size': 3, 'throughput': 1.0997002119610293, 'latency_mean': 2.7163882982730865, 'latency_p50': 2.7258235216140747, 'latency_p90': 2.9817593336105346}, {'batch_size': 5, 'throughput': 1.4219163587137658, 'latency_mean': 3.4957778847217558, 'latency_p50': 3.5039530992507935, 'latency_p90': 3.9369253158569335}, {'batch_size': 6, 'throughput': 1.5224276716012561, 'latency_mean': 3.9188360726833342, 'latency_p50': 3.938467264175415, 'latency_p90': 4.456430196762085}, {'batch_size': 8, 'throughput': 1.6667856460306856, 'latency_mean': 4.761457546949386, 'latency_p50': 4.750428318977356, 'latency_p90': 5.4385511636734005}, {'batch_size': 10, 'throughput': 1.765017969707274, 'latency_mean': 5.638867255449295, 'latency_p50': 5.579220175743103, 'latency_p90': 6.607692623138427}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_59631_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-20
win_ratio: 0.5034116755117514
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-59631-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-59631-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: Downloaded to shared memory in 49.531s
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmposv3wzmo, device:0
chaiml-mn24b-v2preferwi-59631-v1-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-59631-v1-mkmlizer: quantized model in 290.698s
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune6 in 340.230s
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59631-v1/nvidia
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59631-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59631-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59631-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59631-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59631-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-59631-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59631-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-59631-v1-mkmlizer completed after 409.04s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-59631-v1-mkmlizer
Pipeline stage MKMLizer completed in 409.57s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.31s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-59631-v1
Waiting for inference service chaiml-mn24b-v2preferwi-59631-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-59631-v1 ready after 60.30678629875183s
Pipeline stage MKMLDeployer completed in 60.84s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.4105584621429443s
Received healthy response to inference request in 1.5294430255889893s
Received healthy response to inference request in 1.928856611251831s
Received healthy response to inference request in 2.1304070949554443s
Received healthy response to inference request in 1.695530652999878s
5 requests
0 failed requests
5th percentile: 1.562660551071167
10th percentile: 1.5958780765533447
20th percentile: 1.6623131275177
30th percentile: 1.7421958446502686
40th percentile: 1.8355262279510498
50th percentile: 1.928856611251831
60th percentile: 2.0094768047332763
70th percentile: 2.0900969982147215
80th percentile: 2.1864373683929443
90th percentile: 2.2984979152679443
95th percentile: 2.3545281887054443
99th percentile: 2.3993524074554444
mean time: 1.9389591693878174
Pipeline stage StressChecker completed in 10.96s
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 0.97s
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 0.68s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59631_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 0.11s
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-59631-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-59631-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 2764.34s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59631_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_59631_v1 status is now torndown due to DeploymentManager action