developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_74161_v4
model_name: chaiml-mn24b-v2preferwi_74161_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-16T03:30:03+00:00
num_battles: 6328
num_wins: 3244
celo_rating: 1260.17
family_friendly_score: 0.5791999999999999
family_friendly_standard_error: 0.006981795757539746
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_deepseek_tune1
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': 0.551689318156835, 'latency_mean': 1.8124931895732879, 'latency_p50': 1.8127800226211548, 'latency_p90': 2.016300392150879}, {'batch_size': 3, 'throughput': 1.1134522870878965, 'latency_mean': 2.681527843475342, 'latency_p50': 2.703078269958496, 'latency_p90': 2.968048930168152}, {'batch_size': 5, 'throughput': 1.4307209092470865, 'latency_mean': 3.4805804336071016, 'latency_p50': 3.473949670791626, 'latency_p90': 3.8924396276474}, {'batch_size': 6, 'throughput': 1.5398915834826297, 'latency_mean': 3.8719746720790864, 'latency_p50': 3.8690210580825806, 'latency_p90': 4.372012281417847}, {'batch_size': 8, 'throughput': 1.6973985123299427, 'latency_mean': 4.681328495740891, 'latency_p50': 4.676849603652954, 'latency_p90': 5.319937372207641}, {'batch_size': 10, 'throughput': 1.7816776065452749, 'latency_mean': 5.572056818008423, 'latency_p50': 5.57726514339447, 'latency_p90': 6.323314142227173}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_74161_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_deepseek_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-15
win_ratio: 0.5126422250316056
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-74161-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-74161-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: Downloaded to shared memory in 61.250s
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_deepseek_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpa8jeq0ip, device:0
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: quantized model in 290.648s
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_deepseek_tune1 in 351.898s
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74161-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74161-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74161-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74161-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-74161-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-74161-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-74161-v4-mkmlizer completed after 427.17s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-74161-v4-mkmlizer
Pipeline stage MKMLizer completed in 427.72s
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-74161-v4
Waiting for inference service chaiml-mn24b-v2preferwi-74161-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-74161-v4 ready after 30.168339490890503s
Pipeline stage MKMLDeployer completed in 30.72s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9984970092773438s
Received healthy response to inference request in 1.6572859287261963s
Received healthy response to inference request in 1.6117677688598633s
Received healthy response to inference request in 1.5718612670898438s
Received healthy response to inference request in 1.5737781524658203s
5 requests
0 failed requests
5th percentile: 1.572244644165039
10th percentile: 1.5726280212402344
20th percentile: 1.573394775390625
30th percentile: 1.581376075744629
40th percentile: 1.596571922302246
50th percentile: 1.6117677688598633
60th percentile: 1.6299750328063964
70th percentile: 1.6481822967529296
80th percentile: 1.725528144836426
90th percentile: 1.8620125770568847
95th percentile: 1.9302547931671141
99th percentile: 1.984848566055298
mean time: 1.6826380252838136
Pipeline stage StressChecker completed in 9.66s
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 0.72s
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 0.62s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_74161_v4 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 0.09s
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-74161-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-74161-v4-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 2764.15s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_74161_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_74161_v4 status is now torndown due to DeploymentManager action