developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_97012_v1
model_name: chaiml-mn24b-v2preferwi_97012_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T01:38:06+00:00
num_battles: 5751
num_wins: 3005
celo_rating: 1269.01
family_friendly_score: 0.5844
family_friendly_standard_error: 0.006969600275482089
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune7
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': 0.5491344291380739, 'latency_mean': 1.820927743911743, 'latency_p50': 1.8150386810302734, 'latency_p90': 2.015517258644104}, {'batch_size': 3, 'throughput': 1.1137765561703505, 'latency_mean': 2.6738895308971404, 'latency_p50': 2.6559011936187744, 'latency_p90': 2.9859941005706787}, {'batch_size': 5, 'throughput': 1.4166804552758023, 'latency_mean': 3.506568111181259, 'latency_p50': 3.499658226966858, 'latency_p90': 3.9670253515243528}, {'batch_size': 6, 'throughput': 1.530229839879548, 'latency_mean': 3.89325342297554, 'latency_p50': 3.922284722328186, 'latency_p90': 4.358072257041931}, {'batch_size': 8, 'throughput': 1.6902249375621194, 'latency_mean': 4.690841456651688, 'latency_p50': 4.6942750215530396, 'latency_p90': 5.348654818534851}, {'batch_size': 10, 'throughput': 1.7802361686476473, 'latency_mean': 5.561258087158203, 'latency_p50': 5.541757345199585, 'latency_p90': 6.526348066329955}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_97012_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-16
win_ratio: 0.5225178229873065
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-97012-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-97012-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: Downloaded to shared memory in 64.929s
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpkzi6x8g7, device:0
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: quantized model in 286.814s
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune7 in 351.744s
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v1/nvidia
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-97012-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-97012-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-97012-v1-mkmlizer completed after 398.9s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-97012-v1-mkmlizer
Pipeline stage MKMLizer completed in 399.39s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-97012-v1
Waiting for inference service chaiml-mn24b-v2preferwi-97012-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-97012-v1 ready after 60.39694857597351s
Pipeline stage MKMLDeployer completed in 61.27s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.020008087158203s
Received healthy response to inference request in 2.2263500690460205s
Received healthy response to inference request in 1.6689684391021729s
Received healthy response to inference request in 1.8471260070800781s
Received healthy response to inference request in 2.0034897327423096s
5 requests
0 failed requests
5th percentile: 1.704599952697754
10th percentile: 1.740231466293335
20th percentile: 1.811494493484497
30th percentile: 1.8783987522125245
40th percentile: 1.940944242477417
50th percentile: 2.0034897327423096
60th percentile: 2.010097074508667
70th percentile: 2.0167044162750245
80th percentile: 2.0612764835357664
90th percentile: 2.1438132762908935
95th percentile: 2.185081672668457
99th percentile: 2.218096389770508
mean time: 1.9531884670257569
Pipeline stage StressChecker completed in 11.18s
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 0.74s
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 0.75s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_97012_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 0.09s
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-97012-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-97012-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 2765.80s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_97012_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_97012_v1 status is now torndown due to DeploymentManager action