chaiml-mn24b-v2preferwi_24613

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_24613_v4
model_name: chaiml-mn24b-v2preferwi_24613_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T03:53:30+00:00
num_battles: 5332
num_wins: 2801
celo_rating: 1273.66
family_friendly_score: 0.5472
family_friendly_standard_error: 0.0070394908906823645
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_overall_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': 0.5453377154296778, 'latency_mean': 1.8335960352420806, 'latency_p50': 1.8298739194869995, 'latency_p90': 2.0445714950561524}, {'batch_size': 3, 'throughput': 1.1165836605186819, 'latency_mean': 2.6836944103240965, 'latency_p50': 2.6694257259368896, 'latency_p90': 2.940701484680176}, {'batch_size': 5, 'throughput': 1.4277508960253358, 'latency_mean': 3.482432562112808, 'latency_p50': 3.4916887283325195, 'latency_p90': 3.8939422607421874}, {'batch_size': 6, 'throughput': 1.5119487236649536, 'latency_mean': 3.9336483108997347, 'latency_p50': 3.963721513748169, 'latency_p90': 4.514572048187256}, {'batch_size': 8, 'throughput': 1.677054045283167, 'latency_mean': 4.731747679710388, 'latency_p50': 4.741461157798767, 'latency_p90': 5.470065331459045}, {'batch_size': 10, 'throughput': 1.7589078877826727, 'latency_mean': 5.659100033044815, 'latency_p50': 5.642828822135925, 'latency_p90': 6.605694961547852}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_24613_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_overall_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-15
win_ratio: 0.5253188297074268
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-24613-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-24613-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: Downloaded to shared memory in 56.528s
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_overall_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpsws4pgor, device:0
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: quantized model in 291.009s
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_overall_tune1 in 347.537s
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v4/nvidia
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-24613-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-24613-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-24613-v4-mkmlizer completed after 457.81s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-24613-v4-mkmlizer
Pipeline stage MKMLizer completed in 458.31s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-24613-v4
Waiting for inference service chaiml-mn24b-v2preferwi-24613-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-24613-v4 ready after 40.200554609298706s
Pipeline stage MKMLDeployer completed in 40.93s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.838853120803833s
Received healthy response to inference request in 1.7796051502227783s
Received healthy response to inference request in 1.6247682571411133s
Received healthy response to inference request in 1.5666418075561523s
Received healthy response to inference request in 1.6771810054779053s
5 requests
0 failed requests
5th percentile: 1.5782670974731445
10th percentile: 1.5898923873901367
20th percentile: 1.613142967224121
30th percentile: 1.6352508068084717
40th percentile: 1.6562159061431885
50th percentile: 1.6771810054779053
60th percentile: 1.7181506633758545
70th percentile: 1.7591203212738038
80th percentile: 1.7914547443389892
90th percentile: 1.8151539325714112
95th percentile: 1.8270035266876221
99th percentile: 1.8364832019805908
mean time: 1.6974098682403564
Pipeline stage StressChecker completed in 10.01s
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 0.68s
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 0.69s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_24613_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 0.10s
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-24613-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-24613-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 2760.87s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_24613_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_24613_v4 status is now torndown due to DeploymentManager action