chaiml-mn24b-v2preferwi_37024

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_37024_v3
model_name: chaiml-mn24b-v2preferwi_37024_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-22T03:36:22+00:00
num_battles: 6326
num_wins: 3339
celo_rating: 1274.35
family_friendly_score: 0.5666
family_friendly_standard_error: 0.0070080587897077455
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune8
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': 0.5126257798483957, 'latency_mean': 1.9506197082996368, 'latency_p50': 1.8712810277938843, 'latency_p90': 2.0622934341430663}, {'batch_size': 3, 'throughput': 1.1016645350429501, 'latency_mean': 2.7159853279590607, 'latency_p50': 2.7164963483810425, 'latency_p90': 3.0410557985305786}, {'batch_size': 5, 'throughput': 1.425381043065652, 'latency_mean': 3.4855782628059386, 'latency_p50': 3.470515251159668, 'latency_p90': 3.969233465194702}, {'batch_size': 6, 'throughput': 1.5268565392729985, 'latency_mean': 3.9024703133106233, 'latency_p50': 3.944257974624634, 'latency_p90': 4.351074242591858}, {'batch_size': 8, 'throughput': 1.6954260594995068, 'latency_mean': 4.6871278595924375, 'latency_p50': 4.684152722358704, 'latency_p90': 5.336507344245911}, {'batch_size': 10, 'throughput': 1.7549495519744804, 'latency_mean': 5.647551057338714, 'latency_p50': 5.698267579078674, 'latency_p90': 6.335089182853698}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_37024_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-21
win_ratio: 0.5278216882706291
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-37024-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-37024-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: Downloaded to shared memory in 43.608s
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmppdrbmgc7, device:0
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: quantized model in 286.132s
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune8 in 329.740s
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37024-v3/nvidia
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37024-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37024-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37024-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37024-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37024-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-37024-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-37024-v3/nvidia/flywheel_model.1.safetensors
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Job chaiml-mn24b-v2preferwi-37024-v3-mkmlizer completed after 398.64s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-37024-v3-mkmlizer
Pipeline stage MKMLizer completed in 400.53s
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-37024-v3
Waiting for inference service chaiml-mn24b-v2preferwi-37024-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-37024-v3 ready after 60.25850534439087s
Pipeline stage MKMLDeployer completed in 60.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0104901790618896s
Received healthy response to inference request in 1.682008981704712s
Received healthy response to inference request in 1.830040693283081s
Received healthy response to inference request in 1.770308494567871s
Received healthy response to inference request in 1.8974030017852783s
5 requests
0 failed requests
5th percentile: 1.6996688842773438
10th percentile: 1.7173287868499756
20th percentile: 1.7526485919952393
30th percentile: 1.782254934310913
40th percentile: 1.806147813796997
50th percentile: 1.830040693283081
60th percentile: 1.85698561668396
70th percentile: 1.883930540084839
80th percentile: 1.9200204372406007
90th percentile: 1.9652553081512452
95th percentile: 1.9878727436065673
99th percentile: 2.005966691970825
mean time: 1.8380502700805663
Pipeline stage StressChecker completed in 10.62s
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 0.71s
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 0.75s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_37024_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-37024-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-37024-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 3005.20s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_37024_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_37024_v3 status is now torndown due to DeploymentManager action