developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_48898_v4
model_name: chaiml-mn24b-v2preferwi_48898_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T20:12:31+00:00
num_battles: 5351
num_wins: 2761
celo_rating: 1272.15
family_friendly_score: 0.5666
family_friendly_standard_error: 0.0070080587897077455
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune1
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': 0.5451643331898381, 'latency_mean': 1.8341854178905488, 'latency_p50': 1.8389692306518555, 'latency_p90': 2.0318562984466553}, {'batch_size': 3, 'throughput': 1.1147643797976161, 'latency_mean': 2.6845483887195587, 'latency_p50': 2.682240128517151, 'latency_p90': 3.004048562049866}, {'batch_size': 5, 'throughput': 1.4340896407778978, 'latency_mean': 3.4698901998996736, 'latency_p50': 3.4627305269241333, 'latency_p90': 3.9349822998046875}, {'batch_size': 6, 'throughput': 1.5391843115510697, 'latency_mean': 3.8722983455657958, 'latency_p50': 3.8519341945648193, 'latency_p90': 4.410289764404297}, {'batch_size': 8, 'throughput': 1.6862431443947326, 'latency_mean': 4.703356112241745, 'latency_p50': 4.702131628990173, 'latency_p90': 5.46289439201355}, {'batch_size': 10, 'throughput': 1.7575485739389216, 'latency_mean': 5.635847574472427, 'latency_p50': 5.684468388557434, 'latency_p90': 6.333734917640686}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_48898_v4
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-19
win_ratio: 0.5159783218090077
generation_params: {'temperature': 0.75, '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-48898-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-48898-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: Downloaded to shared memory in 54.760s
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpahukkecm, device:0
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: quantized model in 290.556s
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune1 in 345.317s
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v4/nvidia
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-48898-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-48898-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-48898-v4-mkmlizer completed after 462.59s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-48898-v4-mkmlizer
Pipeline stage MKMLizer completed in 463.40s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.28s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-48898-v4
Waiting for inference service chaiml-mn24b-v2preferwi-48898-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-48898-v4 ready after 60.51525092124939s
Pipeline stage MKMLDeployer completed in 61.66s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.088618516921997s
Received healthy response to inference request in 1.8159098625183105s
Received healthy response to inference request in 1.4611892700195312s
Received healthy response to inference request in 1.704746961593628s
Received healthy response to inference request in 2.821359872817993s
5 requests
0 failed requests
5th percentile: 1.5099008083343506
10th percentile: 1.55861234664917
20th percentile: 1.6560354232788086
30th percentile: 1.7269795417785645
40th percentile: 1.7714447021484374
50th percentile: 1.8159098625183105
60th percentile: 1.9249933242797852
70th percentile: 2.03407678604126
80th percentile: 2.2351667881011963
90th percentile: 2.5282633304595947
95th percentile: 2.674811601638794
99th percentile: 2.7920502185821534
mean time: 1.978364896774292
Pipeline stage StressChecker completed in 11.57s
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 0.80s
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 0.88s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_48898_v4 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 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-48898-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-48898-v4-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 3118.97s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_48898_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_48898_v4 status is now torndown due to DeploymentManager action