developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_21771_v3
model_name: chaiml-mn24b-v2preferwi_21771_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T23:29:08+00:00
num_battles: 5860
num_wins: 3034
celo_rating: 1271.35
family_friendly_score: 0.587
family_friendly_standard_error: 0.0069632032858448125
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': 0.5424889452235745, 'latency_mean': 1.8432597982883454, 'latency_p50': 1.8370496034622192, 'latency_p90': 2.030775022506714}, {'batch_size': 3, 'throughput': 1.0971297485622344, 'latency_mean': 2.731751903295517, 'latency_p50': 2.7485430240631104, 'latency_p90': 2.991972494125366}, {'batch_size': 5, 'throughput': 1.3961401729055527, 'latency_mean': 3.5663736665248873, 'latency_p50': 3.5901299715042114, 'latency_p90': 4.002649402618408}, {'batch_size': 6, 'throughput': 1.513450654928972, 'latency_mean': 3.9394435930252074, 'latency_p50': 3.919858455657959, 'latency_p90': 4.445784425735473}, {'batch_size': 8, 'throughput': 1.6628359985623735, 'latency_mean': 4.772236808538437, 'latency_p50': 4.772885799407959, 'latency_p90': 5.503134036064147}, {'batch_size': 10, 'throughput': 1.7394583261933378, 'latency_mean': 5.690220965147018, 'latency_p50': 5.658390045166016, 'latency_p90': 6.564227962493896}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_21771_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-09-20
win_ratio: 0.5177474402730375
generation_params: {'temperature': 0.7, '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-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-21771-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: Downloaded to shared memory in 112.061s
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmppa15srd4, device:0
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: quantized model in 290.084s
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune3 in 402.145s
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v3/nvidia
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-21771-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-21771-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-21771-v3-mkmlizer completed after 519.67s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-21771-v3-mkmlizer
Pipeline stage MKMLizer completed in 520.20s
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-v3
Waiting for inference service chaiml-mn24b-v2preferwi-21771-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-21771-v3 ready after 70.31265473365784s
Pipeline stage MKMLDeployer completed in 70.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0483970642089844s
Received healthy response to inference request in 1.7277705669403076s
Received healthy response to inference request in 1.659142017364502s
Received healthy response to inference request in 1.9240789413452148s
Received healthy response to inference request in 1.5142333507537842s
5 requests
0 failed requests
5th percentile: 1.5432150840759278
10th percentile: 1.5721968173980714
20th percentile: 1.6301602840423584
30th percentile: 1.672867727279663
40th percentile: 1.7003191471099854
50th percentile: 1.7277705669403076
60th percentile: 1.8062939167022705
70th percentile: 1.8848172664642333
80th percentile: 1.9489425659179687
90th percentile: 1.9986698150634765
95th percentile: 2.0235334396362306
99th percentile: 2.043424339294434
mean time: 1.7747243881225585
Pipeline stage StressChecker completed in 10.23s
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 0.64s
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 0.67s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_21771_v3 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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-21771-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-21771-v3-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 2796.53s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_21771_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_21771_v3 status is now torndown due to DeploymentManager action