developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_21771_v2
model_name: chaiml-mn24b-v2preferwi_21771_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T23:28:42+00:00
num_battles: 5916
num_wins: 3047
celo_rating: 1270.46
family_friendly_score: 0.5804
family_friendly_standard_error: 0.006979052084631551
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune3
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': 0.5499769723669354, 'latency_mean': 1.8181546974182128, 'latency_p50': 1.8176898956298828, 'latency_p90': 2.0236621141433715}, {'batch_size': 3, 'throughput': 1.1261518046378853, 'latency_mean': 2.655279737710953, 'latency_p50': 2.6630020141601562, 'latency_p90': 2.921097183227539}, {'batch_size': 5, 'throughput': 1.4468200643675466, 'latency_mean': 3.4376567232608797, 'latency_p50': 3.4434990882873535, 'latency_p90': 3.7986554861068726}, {'batch_size': 6, 'throughput': 1.5539410691039153, 'latency_mean': 3.8317844414711, 'latency_p50': 3.840193748474121, 'latency_p90': 4.342508316040039}, {'batch_size': 8, 'throughput': 1.7243596909585142, 'latency_mean': 4.6056675267219545, 'latency_p50': 4.609598278999329, 'latency_p90': 5.247920203208923}, {'batch_size': 10, 'throughput': 1.8186932062850096, 'latency_mean': 5.442600597143173, 'latency_p50': 5.442765474319458, 'latency_p90': 6.407347226142884}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_21771_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-20
win_ratio: 0.5150439486139283
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-21771-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-21771-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: Downloaded to shared memory in 111.120s
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp9ovumhi5, device:0
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-mistral31-24b-s_69496_v30: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-mistral31-24b-s_69496_v30/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \'[Errno 104] Connection reset by peer\'}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
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-21771-v2-mkmlizer: quantized model in 286.253s
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune3 in 397.373s
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v2/nvidia
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-21771-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-21771-v2-mkmlizer completed after 519.97s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-21771-v2-mkmlizer
Pipeline stage MKMLizer completed in 521.29s
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-21771-v2
Waiting for inference service chaiml-mn24b-v2preferwi-21771-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-21771-v2 ready after 70.33139371871948s
Pipeline stage MKMLDeployer completed in 70.78s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.955474853515625s
Received healthy response to inference request in 1.7808747291564941s
Received healthy response to inference request in 1.5775787830352783s
Received healthy response to inference request in 1.6763644218444824s
Received healthy response to inference request in 1.4705848693847656s
5 requests
0 failed requests
5th percentile: 1.4919836521148682
10th percentile: 1.5133824348449707
20th percentile: 1.5561800003051758
30th percentile: 1.5973359107971192
40th percentile: 1.6368501663208008
50th percentile: 1.6763644218444824
60th percentile: 1.7181685447692872
70th percentile: 1.7599726676940919
80th percentile: 1.8157947540283204
90th percentile: 1.8856348037719726
95th percentile: 1.9205548286437988
99th percentile: 1.9484908485412598
mean time: 1.692175531387329
Pipeline stage StressChecker completed in 10.94s
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 0.65s
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_21771_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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-21771-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-21771-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 2812.31s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_21771_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_21771_v2 status is now torndown due to DeploymentManager action