developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_57598_v2
model_name: chaiml-mn24b-v2preferwi_57598_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T05:11:53+00:00
num_battles: 5661
num_wins: 2913
celo_rating: 1271.65
family_friendly_score: 0.6066
family_friendly_standard_error: 0.006908493902436334
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune2
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': 0.5577112441132678, 'latency_mean': 1.7929156398773194, 'latency_p50': 1.7794086933135986, 'latency_p90': 1.9886446237564086}, {'batch_size': 3, 'throughput': 1.1195783116301363, 'latency_mean': 2.6700345242023467, 'latency_p50': 2.6659144163131714, 'latency_p90': 2.951639413833618}, {'batch_size': 5, 'throughput': 1.4487186953164737, 'latency_mean': 3.4391060304641723, 'latency_p50': 3.451625347137451, 'latency_p90': 3.881086182594299}, {'batch_size': 6, 'throughput': 1.5499798666887028, 'latency_mean': 3.8390921461582184, 'latency_p50': 3.8726600408554077, 'latency_p90': 4.3092989206314085}, {'batch_size': 8, 'throughput': 1.7329492866094216, 'latency_mean': 4.582213129997253, 'latency_p50': 4.585408449172974, 'latency_p90': 5.347099018096924}, {'batch_size': 10, 'throughput': 1.8105795481410651, 'latency_mean': 5.472164715528488, 'latency_p50': 5.479026556015015, 'latency_p90': 6.26061315536499}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_57598_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-18
win_ratio: 0.5145733969263381
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-57598-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-57598-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: Downloaded to shared memory in 54.828s
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune2 already exists in ChaiML
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpe9adnjez, device:0
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Retrying (%r) after connection broken by '%r': %s
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 chaiml-cogito32b-dpos2_39363_v15: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-cogito32b-dpos2_39363_v15/predict', '{"detail":"503, message=\'Attempt to decode JSON with unexpected mimetype: text/plain\', url=\'http://10.7.234.146:8080/models/chaiml-cogito32b-dpos2_39363_v15/predict\'"}')
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: quantized model in 287.387s
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune2 in 342.215s
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-57598-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-57598-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-57598-v2-mkmlizer completed after 500.53s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-57598-v2-mkmlizer
Pipeline stage MKMLizer completed in 501.05s
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-57598-v2
Waiting for inference service chaiml-mn24b-v2preferwi-57598-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', '')
Inference service chaiml-mn24b-v2preferwi-57598-v2 ready after 60.43579721450806s
Pipeline stage MKMLDeployer completed in 60.93s
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 1.9390943050384521s
Received healthy response to inference request in 1.712209701538086s
Received healthy response to inference request in 1.6429097652435303s
Received healthy response to inference request in 1.9117016792297363s
5 requests
1 failed requests
5th percentile: 1.6567697525024414
10th percentile: 1.6706297397613525
20th percentile: 1.6983497142791748
30th percentile: 1.752108097076416
40th percentile: 1.8319048881530762
50th percentile: 1.9117016792297363
60th percentile: 1.9226587295532227
70th percentile: 1.933615779876709
80th percentile: 5.630820035934452
90th percentile: 13.014271497726442
95th percentile: 16.705997228622433
99th percentile: 19.659377813339233
mean time: 5.520727682113647
%s, retrying in %s seconds...
Received healthy response to inference request in 1.9079766273498535s
Received healthy response to inference request in 1.7247681617736816s
Received healthy response to inference request in 1.653700828552246s
Received healthy response to inference request in 1.715611457824707s
Received healthy response to inference request in 1.6962246894836426s
5 requests
0 failed requests
5th percentile: 1.6622056007385253
10th percentile: 1.6707103729248047
20th percentile: 1.6877199172973634
30th percentile: 1.7001020431518554
40th percentile: 1.7078567504882813
50th percentile: 1.715611457824707
60th percentile: 1.719274139404297
70th percentile: 1.7229368209838867
80th percentile: 1.761409854888916
90th percentile: 1.8346932411193848
95th percentile: 1.871334934234619
99th percentile: 1.9006482887268066
mean time: 1.739656352996826
Pipeline stage StressChecker completed in 39.12s
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 0.70s
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 1.00s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_57598_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 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-57598-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-57598-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 2678.30s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_57598_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_57598_v2 status is now torndown due to DeploymentManager action