developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_81433_v4
model_name: chaiml-mn24b-v2preferwi_81433_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T14:45:42+00:00
num_battles: 6132
num_wins: 3173
celo_rating: 1273.01
family_friendly_score: 0.5436000000000001
family_friendly_standard_error: 0.007044132877792696
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_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': 0.5521756534652906, 'latency_mean': 1.810920511484146, 'latency_p50': 1.8159446716308594, 'latency_p90': 2.03274290561676}, {'batch_size': 3, 'throughput': 1.1189868143911759, 'latency_mean': 2.6663388669490815, 'latency_p50': 2.662536859512329, 'latency_p90': 2.943072962760925}, {'batch_size': 5, 'throughput': 1.443899600234385, 'latency_mean': 3.4405442380905153, 'latency_p50': 3.4377264976501465, 'latency_p90': 3.7488685607910153}, {'batch_size': 6, 'throughput': 1.5475086482131912, 'latency_mean': 3.852407910823822, 'latency_p50': 3.8901114463806152, 'latency_p90': 4.3082032918930055}, {'batch_size': 8, 'throughput': 1.7180944063445505, 'latency_mean': 4.619756067991257, 'latency_p50': 4.622175931930542, 'latency_p90': 5.297623610496521}, {'batch_size': 10, 'throughput': 1.7919450784801707, 'latency_mean': 5.535339224338531, 'latency_p50': 5.51732337474823, 'latency_p90': 6.337886500358581}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_81433_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-19
win_ratio: 0.5174494455316373
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-81433-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-81433-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: Downloaded to shared memory in 105.187s
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpn0hzsfrh, device:0
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: quantized model in 287.501s
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune8 in 392.688s
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-81433-v4/nvidia
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-81433-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-81433-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-81433-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-81433-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-81433-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-81433-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-81433-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-81433-v4-mkmlizer completed after 474.18s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-81433-v4-mkmlizer
Pipeline stage MKMLizer completed in 474.71s
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-81433-v4
Waiting for inference service chaiml-mn24b-v2preferwi-81433-v4 to be ready
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', '')
Inference service chaiml-mn24b-v2preferwi-81433-v4 ready after 60.26015043258667s
Pipeline stage MKMLDeployer completed in 61.03s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0499024391174316s
Received healthy response to inference request in 2.4377591609954834s
Received healthy response to inference request in 1.873079538345337s
Received healthy response to inference request in 1.8764381408691406s
Received healthy response to inference request in 2.4932351112365723s
5 requests
0 failed requests
5th percentile: 1.8737512588500977
10th percentile: 1.8744229793548584
20th percentile: 1.8757664203643798
30th percentile: 1.911131000518799
40th percentile: 1.9805167198181153
50th percentile: 2.0499024391174316
60th percentile: 2.2050451278686523
70th percentile: 2.360187816619873
80th percentile: 2.448854351043701
90th percentile: 2.471044731140137
95th percentile: 2.4821399211883546
99th percentile: 2.4910160732269286
mean time: 2.146082878112793
Pipeline stage StressChecker completed in 12.38s
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 0.63s
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 0.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_81433_v4 status is now deployed due to DeploymentManager action
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 2670.58s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_81433_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_81433_v4 status is now torndown due to DeploymentManager action