developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_16414_v4
model_name: chaiml-mn24b-v2preferwi_16414_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-23T17:40:18+00:00
num_battles: 6048
num_wins: 3140
celo_rating: 1277.18
family_friendly_score: 0.5598000000000001
family_friendly_standard_error: 0.007020312813543283
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune4
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': 0.5419320933376469, 'latency_mean': 1.845157244205475, 'latency_p50': 1.849469542503357, 'latency_p90': 2.047374439239502}, {'batch_size': 3, 'throughput': 1.1204434396915095, 'latency_mean': 2.6739165687561037, 'latency_p50': 2.6729058027267456, 'latency_p90': 2.95049307346344}, {'batch_size': 5, 'throughput': 1.417790899727327, 'latency_mean': 3.5079048824310304, 'latency_p50': 3.5405904054641724, 'latency_p90': 3.928710699081421}, {'batch_size': 6, 'throughput': 1.5173739787979394, 'latency_mean': 3.922220447063446, 'latency_p50': 3.8902082443237305, 'latency_p90': 4.456847786903381}, {'batch_size': 8, 'throughput': 1.6577689777204212, 'latency_mean': 4.778582113981247, 'latency_p50': 4.768060803413391, 'latency_p90': 5.448804044723511}, {'batch_size': 10, 'throughput': 1.7271559928451923, 'latency_mean': 5.729606986045837, 'latency_p50': 5.705894827842712, 'latency_p90': 6.559014439582825}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_16414_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-23
win_ratio: 0.5191798941798942
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-16414-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-16414-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: Downloaded to shared memory in 47.407s
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpn16kzssd, device:0
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: quantized model in 292.588s
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune4 in 339.996s
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16414-v4/nvidia
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16414-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16414-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16414-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16414-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16414-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-16414-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16414-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-16414-v4-mkmlizer completed after 410.97s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-16414-v4-mkmlizer
Pipeline stage MKMLizer completed in 411.56s
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-16414-v4
Waiting for inference service chaiml-mn24b-v2preferwi-16414-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-16414-v4 ready after 50.532021045684814s
Pipeline stage MKMLDeployer completed in 51.18s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0757241249084473s
Received healthy response to inference request in 2.0708508491516113s
Received healthy response to inference request in 1.8291041851043701s
Received healthy response to inference request in 2.3037497997283936s
Received healthy response to inference request in 2.370805501937866s
5 requests
0 failed requests
5th percentile: 1.8774535179138183
10th percentile: 1.9258028507232665
20th percentile: 2.022501516342163
30th percentile: 2.0718255043029785
40th percentile: 2.073774814605713
50th percentile: 2.0757241249084473
60th percentile: 2.1669343948364257
70th percentile: 2.258144664764404
80th percentile: 2.317160940170288
90th percentile: 2.343983221054077
95th percentile: 2.3573943614959716
99th percentile: 2.3681232738494873
mean time: 2.1300468921661375
Pipeline stage StressChecker completed in 15.40s
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 1.25s
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 1.15s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_16414_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 0.11s
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-16414-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-16414-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 2610.52s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_16414_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_16414_v4 status is now torndown due to DeploymentManager action