chaiml-mn24b-v2preferwi_3050

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_3050_v13
model_name: chaiml-mn24b-v2preferwi_3050_v13
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-13T21:07:57+00:00
num_battles: 5835
num_wins: 3169
celo_rating: 1285.23
family_friendly_score: 0.5820000000000001
family_friendly_standard_error: 0.006975327949279518
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune16
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': 0.5432937558162358, 'latency_mean': 1.8405302548408509, 'latency_p50': 1.8461644649505615, 'latency_p90': 2.038021755218506}, {'batch_size': 3, 'throughput': 1.091097251931519, 'latency_mean': 2.7359264492988586, 'latency_p50': 2.7113571166992188, 'latency_p90': 2.9967331647872926}, {'batch_size': 5, 'throughput': 1.4245868048383559, 'latency_mean': 3.495872886180878, 'latency_p50': 3.471898913383484, 'latency_p90': 3.8995733499526977}, {'batch_size': 6, 'throughput': 1.5026526650463436, 'latency_mean': 3.975359683036804, 'latency_p50': 3.969864845275879, 'latency_p90': 4.532979202270508}, {'batch_size': 8, 'throughput': 1.6365107474277063, 'latency_mean': 4.849253715276718, 'latency_p50': 4.864726781845093, 'latency_p90': 5.503854203224182}, {'batch_size': 10, 'throughput': 1.724794594021961, 'latency_mean': 5.749019764661789, 'latency_p50': 5.7302857637405396, 'latency_p90': 6.64820921421051}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_3050_v13
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune16
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-13
win_ratio: 0.543101970865467
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 60, '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': '\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-3050-v13-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-3050-v13-mkmlizer to finish
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: Downloaded to shared memory in 57.035s
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune16 already exists in ChaiML
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpgtzyg6kc, device:0
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: quantized model in 289.044s
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune16 in 346.080s
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v13/nvidia
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v13/nvidia/config.json
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v13/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v13/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v13/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v13/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-3050-v13-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-3050-v13/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-3050-v13-mkmlizer completed after 388.15s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-3050-v13-mkmlizer
Pipeline stage MKMLizer completed in 388.69s
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-3050-v13
Waiting for inference service chaiml-mn24b-v2preferwi-3050-v13 to be ready
Inference service chaiml-mn24b-v2preferwi-3050-v13 ready after 60.280022621154785s
Pipeline stage MKMLDeployer completed in 60.82s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0515644550323486s
Received healthy response to inference request in 2.3159549236297607s
Received healthy response to inference request in 1.8668529987335205s
Received healthy response to inference request in 1.6426661014556885s
Received healthy response to inference request in 1.656895399093628s
5 requests
0 failed requests
5th percentile: 1.6455119609832765
10th percentile: 1.6483578205108642
20th percentile: 1.65404953956604
30th percentile: 1.6988869190216065
40th percentile: 1.7828699588775634
50th percentile: 1.8668529987335205
60th percentile: 1.9407375812530518
70th percentile: 2.014622163772583
80th percentile: 2.1044425487518312
90th percentile: 2.210198736190796
95th percentile: 2.263076829910278
99th percentile: 2.3053793048858644
mean time: 1.9067867755889893
Pipeline stage StressChecker completed in 10.95s
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 0.76s
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 0.85s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_3050_v13 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-3050-v13-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-3050-v13-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 2682.99s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_3050_v13 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_3050_v13 status is now torndown due to DeploymentManager action