developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_59749_v3
model_name: chaiml-mn24b-v2preferwi_59749_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-13T22:58:49+00:00
num_battles: 6050
num_wins: 3200
celo_rating: 1275.95
family_friendly_score: 0.5868
family_friendly_standard_error: 0.006963702463488802
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune17
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': 0.5431314219195036, 'latency_mean': 1.841073967218399, 'latency_p50': 1.8528494834899902, 'latency_p90': 2.0186960458755494}, {'batch_size': 3, 'throughput': 1.1245092036632514, 'latency_mean': 2.659830596446991, 'latency_p50': 2.6493382453918457, 'latency_p90': 3.0167048931121827}, {'batch_size': 5, 'throughput': 1.442656450565102, 'latency_mean': 3.444792606830597, 'latency_p50': 3.433767080307007, 'latency_p90': 3.881933498382568}, {'batch_size': 6, 'throughput': 1.5466214786999593, 'latency_mean': 3.852796722650528, 'latency_p50': 3.8595515489578247, 'latency_p90': 4.38924720287323}, {'batch_size': 8, 'throughput': 1.7165665359992703, 'latency_mean': 4.616236476898194, 'latency_p50': 4.596932411193848, 'latency_p90': 5.264709115028381}, {'batch_size': 10, 'throughput': 1.7845310703409354, 'latency_mean': 5.544401508569718, 'latency_p50': 5.511032581329346, 'latency_p90': 6.515469288825988}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_59749_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune17
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-13
win_ratio: 0.5289256198347108
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 50, 'presence_penalty': 0.25, 'frequency_penalty': 0.25, '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': '{prompt}\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-59749-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-59749-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: Downloaded to shared memory in 67.443s
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune17 already exists in ChaiML
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmps5j4nrus, device:0
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: quantized model in 288.495s
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune17 in 355.938s
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v3/nvidia
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-59749-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59749-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-59749-v3-mkmlizer completed after 508.83s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-59749-v3-mkmlizer
Pipeline stage MKMLizer completed in 509.34s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.21s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-59749-v3
Waiting for inference service chaiml-mn24b-v2preferwi-59749-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-59749-v3 ready after 60.25575494766235s
Pipeline stage MKMLDeployer completed in 60.84s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.570286750793457s
Received healthy response to inference request in 1.8902270793914795s
Received healthy response to inference request in 1.7008419036865234s
Received healthy response to inference request in 2.3626999855041504s
Received healthy response to inference request in 1.866640567779541s
5 requests
0 failed requests
5th percentile: 1.734001636505127
10th percentile: 1.7671613693237305
20th percentile: 1.8334808349609375
30th percentile: 1.8713578701019287
40th percentile: 1.8807924747467042
50th percentile: 1.8902270793914795
60th percentile: 2.079216241836548
70th percentile: 2.268205404281616
80th percentile: 2.404217338562012
90th percentile: 2.487252044677734
95th percentile: 2.5287693977355956
99th percentile: 2.561983280181885
mean time: 2.0781392574310305
Pipeline stage StressChecker completed in 12.25s
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 1.03s
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 1.24s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59749_v3 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 0.12s
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-59749-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-59749-v3-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 2602.70s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59749_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_59749_v3 status is now torndown due to DeploymentManager action