chaiml-mn24b-v2preferwi_96834

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_96834_v3
model_name: chaiml-mn24b-v2preferwi_96834_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T17:14:34+00:00
num_battles: 5871
num_wins: 3071
celo_rating: 1280.7
family_friendly_score: 0.5718
family_friendly_standard_error: 0.006997781934298896
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune2
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': 0.5488167826392178, 'latency_mean': 1.821981556415558, 'latency_p50': 1.8146584033966064, 'latency_p90': 2.0395583152770995}, {'batch_size': 3, 'throughput': 1.1020621712082836, 'latency_mean': 2.7098614168167114, 'latency_p50': 2.740009069442749, 'latency_p90': 2.9666950702667236}, {'batch_size': 5, 'throughput': 1.4338880165021506, 'latency_mean': 3.4717224645614624, 'latency_p50': 3.5010488033294678, 'latency_p90': 3.8947242975234984}, {'batch_size': 6, 'throughput': 1.540647114147157, 'latency_mean': 3.8694322836399078, 'latency_p50': 3.869165062904358, 'latency_p90': 4.43437876701355}, {'batch_size': 8, 'throughput': 1.6875940080712768, 'latency_mean': 4.6992174708843235, 'latency_p50': 4.674401760101318, 'latency_p90': 5.299059867858887}, {'batch_size': 10, 'throughput': 1.7729518244878704, 'latency_mean': 5.607619006633758, 'latency_p50': 5.577348828315735, 'latency_p90': 6.494866299629211}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_96834_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-21
win_ratio: 0.5230795435189917
generation_params: {'temperature': 0.7, '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-96834-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-96834-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: Downloaded to shared memory in 41.963s
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpedrc_qg1, device:0
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: quantized model in 285.910s
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune2 in 327.873s
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v3/nvidia
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-96834-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-96834-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-96834-v3-mkmlizer completed after 439.33s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-96834-v3-mkmlizer
Pipeline stage MKMLizer completed in 440.11s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-96834-v3
Waiting for inference service chaiml-mn24b-v2preferwi-96834-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-96834-v3 ready after 70.33501148223877s
Pipeline stage MKMLDeployer completed in 70.83s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.8392562866210938s
Received healthy response to inference request in 1.6720643043518066s
Received healthy response to inference request in 1.7370619773864746s
Received healthy response to inference request in 1.732090711593628s
Received healthy response to inference request in 1.680276870727539s
5 requests
0 failed requests
5th percentile: 1.6737068176269532
10th percentile: 1.6753493309020997
20th percentile: 1.6786343574523925
30th percentile: 1.6906396389007567
40th percentile: 1.7113651752471923
50th percentile: 1.732090711593628
60th percentile: 1.7340792179107667
70th percentile: 1.7360677242279052
80th percentile: 1.7575008392333984
90th percentile: 1.7983785629272462
95th percentile: 1.81881742477417
99th percentile: 1.835168514251709
mean time: 1.7321500301361084
Pipeline stage StressChecker completed in 9.90s
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 0.61s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_96834_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 0.11s
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-96834-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-96834-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 2602.04s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_96834_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_96834_v3 status is now torndown due to DeploymentManager action