developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_46531_v5
model_name: chaiml-mn24b-v2preferwi_46531_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T05:17:52+00:00
num_battles: 5250
num_wins: 2680
celo_rating: 1270.61
family_friendly_score: 0.5724
family_friendly_standard_error: 0.006996545433283485
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_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': 0.4943359601768997, 'latency_mean': 2.0228161227703096, 'latency_p50': 1.9727275371551514, 'latency_p90': 2.4464708089828493}, {'batch_size': 3, 'throughput': 1.116787384146117, 'latency_mean': 2.673008518218994, 'latency_p50': 2.661199927330017, 'latency_p90': 2.93975510597229}, {'batch_size': 5, 'throughput': 1.4413864544349964, 'latency_mean': 3.4522434198856353, 'latency_p50': 3.452090620994568, 'latency_p90': 3.9613164186477663}, {'batch_size': 6, 'throughput': 1.5407179323995748, 'latency_mean': 3.8642565858364106, 'latency_p50': 3.86102831363678, 'latency_p90': 4.399109101295471}, {'batch_size': 8, 'throughput': 1.6977294502255935, 'latency_mean': 4.667321400642395, 'latency_p50': 4.663237690925598, 'latency_p90': 5.316959404945373}, {'batch_size': 10, 'throughput': 1.781297229330131, 'latency_mean': 5.568353953361512, 'latency_p50': 5.611418962478638, 'latency_p90': 6.383091235160828}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_46531_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-18
win_ratio: 0.5104761904761905
generation_params: {'temperature': 0.8, '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-46531-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-46531-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: Downloaded to shared memory in 54.926s
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpmem7b4q1, device:0
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: quantized model in 286.916s
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune3 in 341.843s
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46531-v5/nvidia
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46531-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46531-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46531-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46531-v5/nvidia/tokenizer.json
Retrying (%r) after connection broken by '%r': %s
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46531-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-46531-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46531-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-46531-v5-mkmlizer completed after 480.44s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-46531-v5-mkmlizer
Pipeline stage MKMLizer completed in 481.59s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-46531-v5
Waiting for inference service chaiml-mn24b-v2preferwi-46531-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-46531-v5 ready after 60.28479266166687s
Pipeline stage MKMLDeployer completed in 60.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8238892555236816s
Received healthy response to inference request in 1.865412950515747s
Received healthy response to inference request in 1.6467785835266113s
Received healthy response to inference request in 1.862194299697876s
Received healthy response to inference request in 1.93245267868042s
5 requests
0 failed requests
5th percentile: 1.6822007179260254
10th percentile: 1.7176228523254395
20th percentile: 1.7884671211242675
30th percentile: 1.8315502643585204
40th percentile: 1.8468722820281982
50th percentile: 1.862194299697876
60th percentile: 1.8634817600250244
70th percentile: 1.8647692203521729
80th percentile: 1.8788208961486816
90th percentile: 1.9056367874145508
95th percentile: 1.9190447330474854
99th percentile: 1.929771089553833
mean time: 1.826145553588867
Pipeline stage StressChecker completed in 10.47s
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 0.64s
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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_46531_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 2709.04s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_46531_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_46531_v5 status is now torndown due to DeploymentManager action