chaiml-mn24b-v2preferwi_31128

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_31128_v2
model_name: chaiml-mn24b-v2preferwi_31128_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T17:28:23+00:00
num_battles: 6853
num_wins: 3601
celo_rating: 1278.81
family_friendly_score: 0.5469999999999999
family_friendly_standard_error: 0.007039758518585705
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune10
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': 0.539713571811271, 'latency_mean': 1.8527174711227417, 'latency_p50': 1.8546687364578247, 'latency_p90': 2.047767901420593}, {'batch_size': 3, 'throughput': 1.0954353474859921, 'latency_mean': 2.7311265861988065, 'latency_p50': 2.762487530708313, 'latency_p90': 3.1716254711151124}, {'batch_size': 5, 'throughput': 1.4049219413495877, 'latency_mean': 3.5501136457920075, 'latency_p50': 3.5706669092178345, 'latency_p90': 4.050562477111816}, {'batch_size': 6, 'throughput': 1.5111444155274176, 'latency_mean': 3.9448054945468902, 'latency_p50': 3.9317723512649536, 'latency_p90': 4.48641996383667}, {'batch_size': 8, 'throughput': 1.6451660893564855, 'latency_mean': 4.827550369501114, 'latency_p50': 4.8662872314453125, 'latency_p90': 5.492244815826416}, {'batch_size': 10, 'throughput': 1.719266273453797, 'latency_mean': 5.77683908700943, 'latency_p50': 5.787820100784302, 'latency_p90': 6.620533561706543}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_31128_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune10
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-09-20
win_ratio: 0.5254633007441997
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-v2preferwi-31128-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-31128-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: Downloaded to shared memory in 41.363s
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune10 already exists in ChaiML
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp8_o81h7k, device:0
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: quantized model in 284.958s
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune10 in 326.321s
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-31128-v2/nvidia
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-31128-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-31128-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-31128-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-31128-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-31128-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-31128-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-31128-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-31128-v2-mkmlizer completed after 469.63s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-31128-v2-mkmlizer
Pipeline stage MKMLizer completed in 470.16s
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-31128-v2
Waiting for inference service chaiml-mn24b-v2preferwi-31128-v2 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', '')
Failed to get response for submission blend_milen_2025-09-03: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-0sw-95p-5ff-rin_63828_v28/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \\"Cannot connec... (\'10.0.5.154\', 8080)]\\"}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
Inference service chaiml-mn24b-v2preferwi-31128-v2 ready after 60.34223651885986s
Pipeline stage MKMLDeployer completed in 61.25s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.5272958278656006s
Received healthy response to inference request in 1.9720826148986816s
Received healthy response to inference request in 1.876479148864746s
Received healthy response to inference request in 1.875521183013916s
Received healthy response to inference request in 1.6857774257659912s
5 requests
0 failed requests
5th percentile: 1.723726177215576
10th percentile: 1.7616749286651612
20th percentile: 1.8375724315643311
30th percentile: 1.875712776184082
40th percentile: 1.876095962524414
50th percentile: 1.876479148864746
60th percentile: 1.9147205352783203
70th percentile: 1.9529619216918945
80th percentile: 2.0831252574920653
90th percentile: 2.305210542678833
95th percentile: 2.416253185272217
99th percentile: 2.5050872993469238
mean time: 1.987431240081787
Pipeline stage StressChecker completed in 11.78s
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 0.66s
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_31128_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 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-31128-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-31128-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 2740.72s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_31128_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_31128_v2 status is now torndown due to DeploymentManager action