developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_66383_v2
model_name: chaiml-mn24b-v2preferwi_66383_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T17:25:42+00:00
num_battles: 5265
num_wins: 2779
celo_rating: 1283.3
family_friendly_score: 0.5828
family_friendly_standard_error: 0.006973437602789603
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune9
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': 0.5511074943116745, 'latency_mean': 1.8144033288955688, 'latency_p50': 1.8181837797164917, 'latency_p90': 2.0059043407440185}, {'batch_size': 3, 'throughput': 1.102161120077587, 'latency_mean': 2.7101725220680235, 'latency_p50': 2.709764003753662, 'latency_p90': 2.970515251159668}, {'batch_size': 5, 'throughput': 1.4274056137318447, 'latency_mean': 3.4845035672187805, 'latency_p50': 3.4714595079421997, 'latency_p90': 3.9896090507507322}, {'batch_size': 6, 'throughput': 1.5362898668795277, 'latency_mean': 3.8779583775997164, 'latency_p50': 3.834318518638611, 'latency_p90': 4.456508708000183}, {'batch_size': 8, 'throughput': 1.6774590642367744, 'latency_mean': 4.73739315032959, 'latency_p50': 4.733628273010254, 'latency_p90': 5.363992834091186}, {'batch_size': 10, 'throughput': 1.7414102348294425, 'latency_mean': 5.697033981084823, 'latency_p50': 5.716115117073059, 'latency_p90': 6.620781111717224}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_66383_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune9
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-20
win_ratio: 0.5278252611585945
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-66383-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-66383-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: Downloaded to shared memory in 50.877s
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune9 already exists in ChaiML
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpuc_t95m8, device:0
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: quantized model in 290.593s
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune9 in 341.470s
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-66383-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-66383-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-66383-v2-mkmlizer completed after 437.84s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-66383-v2-mkmlizer
Pipeline stage MKMLizer completed in 438.31s
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-66383-v2
Waiting for inference service chaiml-mn24b-v2preferwi-66383-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-66383-v2 ready after 60.28965640068054s
Pipeline stage MKMLDeployer completed in 60.83s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1660518646240234s
Received healthy response to inference request in 1.6045820713043213s
Received healthy response to inference request in 2.3730757236480713s
Received healthy response to inference request in 1.7566983699798584s
Received healthy response to inference request in 2.083934783935547s
5 requests
0 failed requests
5th percentile: 1.6350053310394288
10th percentile: 1.665428590774536
20th percentile: 1.7262751102447509
30th percentile: 1.822145652770996
40th percentile: 1.9530402183532716
50th percentile: 2.083934783935547
60th percentile: 2.1167816162109374
70th percentile: 2.149628448486328
80th percentile: 2.207456636428833
90th percentile: 2.290266180038452
95th percentile: 2.331670951843262
99th percentile: 2.3647947692871094
mean time: 1.9968685626983642
Pipeline stage StressChecker completed in 11.27s
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 0.98s
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 1.05s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_66383_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
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 3078.50s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_66383_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_66383_v2 status is now torndown due to DeploymentManager action