developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin_4084_v2
model_name: chaiml-mn24b-v2preferwin_4084_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T14:42:10+00:00
num_battles: 6166
num_wins: 3258
celo_rating: 1279.34
family_friendly_score: 0.5576
family_friendly_standard_error: 0.007023990888376778
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune7
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': 0.5416070054647408, 'latency_mean': 1.8462575507164, 'latency_p50': 1.8528506755828857, 'latency_p90': 2.0259580850601195}, {'batch_size': 3, 'throughput': 1.1146303265264879, 'latency_mean': 2.6841356074810028, 'latency_p50': 2.672450304031372, 'latency_p90': 2.9929455757141112}, {'batch_size': 5, 'throughput': 1.4284765077916937, 'latency_mean': 3.474147605895996, 'latency_p50': 3.4826197624206543, 'latency_p90': 3.9299012422561646}, {'batch_size': 6, 'throughput': 1.5357383452050106, 'latency_mean': 3.871579210758209, 'latency_p50': 3.8737456798553467, 'latency_p90': 4.3090574741363525}, {'batch_size': 8, 'throughput': 1.6836858483407018, 'latency_mean': 4.70633415222168, 'latency_p50': 4.7053505182266235, 'latency_p90': 5.269946098327637}, {'batch_size': 10, 'throughput': 1.7709735736270362, 'latency_mean': 5.578843441009521, 'latency_p50': 5.604682803153992, 'latency_p90': 6.563997840881347}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin_4084_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-19
win_ratio: 0.5283814466428803
generation_params: {'temperature': 0.65, '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-v2preferwin-4084-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin-4084-v2-mkmlizer to finish
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: Downloaded to shared memory in 79.863s
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpnbliwqul, device:0
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: quantized model in 291.987s
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune7 in 371.851s
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v2/nvidia
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v2/nvidia/config.json
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin-4084-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin-4084-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwin-4084-v2-mkmlizer completed after 507.17s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin-4084-v2-mkmlizer
Pipeline stage MKMLizer completed in 508.40s
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-v2preferwin-4084-v2
Waiting for inference service chaiml-mn24b-v2preferwin-4084-v2 to be ready
Inference service chaiml-mn24b-v2preferwin-4084-v2 ready after 60.762250900268555s
Pipeline stage MKMLDeployer completed in 61.48s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 1.6003479957580566s
Received healthy response to inference request in 1.6622869968414307s
Received healthy response to inference request in 1.918257236480713s
Received healthy response to inference request in 1.9608349800109863s
5 requests
1 failed requests
5th percentile: 1.6127357959747315
10th percentile: 1.6251235961914063
20th percentile: 1.6498991966247558
30th percentile: 1.7134810447692872
40th percentile: 1.815869140625
50th percentile: 1.918257236480713
60th percentile: 1.9352883338928222
70th percentile: 1.9523194313049317
80th percentile: 5.602133512496952
90th percentile: 12.884730577468874
95th percentile: 16.52602910995483
99th percentile: 19.4390679359436
mean time: 5.461810970306397
%s, retrying in %s seconds...
Received healthy response to inference request in 2.032301664352417s
Received healthy response to inference request in 1.6872344017028809s
Received healthy response to inference request in 1.665863275527954s
Received healthy response to inference request in 1.6255297660827637s
Received healthy response to inference request in 1.631462574005127s
5 requests
0 failed requests
5th percentile: 1.6267163276672363
10th percentile: 1.627902889251709
20th percentile: 1.6302760124206543
30th percentile: 1.6383427143096925
40th percentile: 1.6521029949188233
50th percentile: 1.665863275527954
60th percentile: 1.6744117259979248
70th percentile: 1.6829601764678954
80th percentile: 1.7562478542327882
90th percentile: 1.8942747592926026
95th percentile: 1.9632882118225097
99th percentile: 2.0184989738464356
mean time: 1.7284783363342284
Pipeline stage StressChecker completed in 38.75s
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 0.69s
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-v2preferwin_4084_v2 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-v2preferwin-4084-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwin-4084-v2-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 3040.11s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin_4084_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin_4084_v2 status is now torndown due to DeploymentManager action