developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_16530_v1
model_name: chaiml-mn24b-v2preferwi_16530_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T05:30:28+00:00
num_battles: 5220
num_wins: 2627
celo_rating: 1261.78
family_friendly_score: 0.5636
family_friendly_standard_error: 0.007013630158484265
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune4
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': 0.5436221673515987, 'latency_mean': 1.8393906235694886, 'latency_p50': 1.8472338914871216, 'latency_p90': 2.035679793357849}, {'batch_size': 3, 'throughput': 1.0936103164574702, 'latency_mean': 2.7355152702331544, 'latency_p50': 2.756589651107788, 'latency_p90': 3.0493319988250733}, {'batch_size': 5, 'throughput': 1.4145913615790924, 'latency_mean': 3.51207023024559, 'latency_p50': 3.4481353759765625, 'latency_p90': 3.925993156433105}, {'batch_size': 6, 'throughput': 1.5041034852046973, 'latency_mean': 3.9635148096084594, 'latency_p50': 3.9394092559814453, 'latency_p90': 4.567552900314331}, {'batch_size': 8, 'throughput': 1.648288530378321, 'latency_mean': 4.821542005538941, 'latency_p50': 4.780826568603516, 'latency_p90': 5.528186368942261}, {'batch_size': 10, 'throughput': 1.7080134508404854, 'latency_mean': 5.811353273391724, 'latency_p50': 5.86401891708374, 'latency_p90': 6.617735481262207}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_16530_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-09-18
win_ratio: 0.503256704980843
generation_params: {'temperature': 0.6, '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-16530-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-16530-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: Downloaded to shared memory in 58.484s
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpvm0onrhn, device:0
chaiml-mn24b-v2preferwi-16530-v1-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', '')
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-16530-v1-mkmlizer: quantized model in 288.417s
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune4 in 346.901s
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16530-v1/nvidia
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16530-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16530-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16530-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16530-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16530-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-16530-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16530-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-16530-v1-mkmlizer completed after 419.55s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-16530-v1-mkmlizer
Pipeline stage MKMLizer completed in 420.04s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-16530-v1
Waiting for inference service chaiml-mn24b-v2preferwi-16530-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-16530-v1 ready after 60.51459789276123s
Pipeline stage MKMLDeployer completed in 61.46s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.228349208831787s
Received healthy response to inference request in 2.1219263076782227s
Received healthy response to inference request in 1.7499282360076904s
Received healthy response to inference request in 1.73646879196167s
Received healthy response to inference request in 1.6545443534851074s
5 requests
0 failed requests
5th percentile: 1.67092924118042
10th percentile: 1.6873141288757325
20th percentile: 1.7200839042663574
30th percentile: 1.739160680770874
40th percentile: 1.7445444583892822
50th percentile: 1.7499282360076904
60th percentile: 1.8987274646759034
70th percentile: 2.0475266933441163
80th percentile: 2.1432108879089355
90th percentile: 2.1857800483703613
95th percentile: 2.207064628601074
99th percentile: 2.2240922927856444
mean time: 1.8982433795928955
Pipeline stage StressChecker completed in 11.53s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_16530_v1 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 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Retrying (%r) after connection broken by '%r': %s
Creating inference service chaiml-mn24b-v2preferwi-16530-v1-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-16530-v1-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 2694.96s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_16530_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_16530_v1 status is now torndown due to DeploymentManager action