developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_46531_v4
model_name: chaiml-mn24b-v2preferwi_46531_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T05:17:34+00:00
num_battles: 5329
num_wins: 2764
celo_rating: 1273.71
family_friendly_score: 0.571
family_friendly_standard_error: 0.006999414261207862
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_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': 0.5429918360369159, 'latency_mean': 1.8415220940113068, 'latency_p50': 1.8424783945083618, 'latency_p90': 2.0378028392791747}, {'batch_size': 3, 'throughput': 1.1216454828133258, 'latency_mean': 2.67053448677063, 'latency_p50': 2.6914658546447754, 'latency_p90': 2.974542188644409}, {'batch_size': 5, 'throughput': 1.4466810119147206, 'latency_mean': 3.448540368080139, 'latency_p50': 3.4559520483016968, 'latency_p90': 3.9517229795455933}, {'batch_size': 6, 'throughput': 1.5377719264228145, 'latency_mean': 3.877369487285614, 'latency_p50': 3.9011423587799072, 'latency_p90': 4.419113612174987}, {'batch_size': 8, 'throughput': 1.6900651190418714, 'latency_mean': 4.68591246843338, 'latency_p50': 4.728322625160217, 'latency_p90': 5.287159371376037}, {'batch_size': 10, 'throughput': 1.7888681879343384, 'latency_mean': 5.5478048932552335, 'latency_p50': 5.571268558502197, 'latency_p90': 6.3310120582580565}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_46531_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-18
win_ratio: 0.5186714205291799
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-46531-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-46531-v4-mkmlizer to finish
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-46531-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: Downloaded to shared memory in 63.631s
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpw8ybhvd8, device:0
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: quantized model in 288.536s
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune3 in 352.167s
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46531-v4/nvidia
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46531-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46531-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46531-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46531-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46531-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-46531-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-46531-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-46531-v4-mkmlizer completed after 501.37s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-46531-v4-mkmlizer
Pipeline stage MKMLizer completed in 502.38s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-46531-v4
Waiting for inference service chaiml-mn24b-v2preferwi-46531-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-46531-v4 ready after 60.46346688270569s
Pipeline stage MKMLDeployer completed in 61.03s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1042673587799072s
Received healthy response to inference request in 1.785602331161499s
Received healthy response to inference request in 1.2023746967315674s
Received healthy response to inference request in 1.6810073852539062s
Received healthy response to inference request in 1.9916636943817139s
5 requests
0 failed requests
5th percentile: 1.2981012344360352
10th percentile: 1.393827772140503
20th percentile: 1.5852808475494384
30th percentile: 1.7019263744354247
40th percentile: 1.7437643527984619
50th percentile: 1.785602331161499
60th percentile: 1.8680268764495849
70th percentile: 1.950451421737671
80th percentile: 2.0141844272613527
90th percentile: 2.05922589302063
95th percentile: 2.0817466259002684
99th percentile: 2.0997632122039795
mean time: 1.7529830932617188
Pipeline stage StressChecker completed in 11.08s
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 0.64s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_46531_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 2711.45s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_46531_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_46531_v4 status is now torndown due to DeploymentManager action