developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_88311_v3
model_name: chaiml-mn24b-v2preferwi_88311_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T00:44:34+00:00
num_battles: 5852
num_wins: 3064
celo_rating: 1278.38
family_friendly_score: 0.5044
family_friendly_standard_error: 0.007070794014818986
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_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': 0.5509502446927788, 'latency_mean': 1.8149470007419586, 'latency_p50': 1.8131170272827148, 'latency_p90': 2.007841396331787}, {'batch_size': 3, 'throughput': 1.131804446780495, 'latency_mean': 2.6424229061603546, 'latency_p50': 2.6300078630447388, 'latency_p90': 2.936655044555664}, {'batch_size': 5, 'throughput': 1.4593716003307642, 'latency_mean': 3.413577231168747, 'latency_p50': 3.462985038757324, 'latency_p90': 3.935279297828674}, {'batch_size': 6, 'throughput': 1.555277766641204, 'latency_mean': 3.8339266526699065, 'latency_p50': 3.8570796251296997, 'latency_p90': 4.312198877334595}, {'batch_size': 8, 'throughput': 1.7420979952800375, 'latency_mean': 4.5614535057544705, 'latency_p50': 4.52511465549469, 'latency_p90': 5.175840759277343}, {'batch_size': 10, 'throughput': 1.8039985120284527, 'latency_mean': 5.4969051074981685, 'latency_p50': 5.57555890083313, 'latency_p90': 6.21772084236145}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_88311_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.54
us_pacific_date: 2025-09-17
win_ratio: 0.5235816814764184
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-88311-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-88311-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: Downloaded to shared memory in 61.998s
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpux2aeg7p, device:0
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: quantized model in 286.724s
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune3 in 348.722s
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v3/nvidia
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v3/nvidia/tokenizer.json
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-88311-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-88311-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-88311-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-88311-v3-mkmlizer completed after 459.48s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-88311-v3-mkmlizer
Pipeline stage MKMLizer completed in 459.99s
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-88311-v3
Waiting for inference service chaiml-mn24b-v2preferwi-88311-v3 to be ready
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', '')
Inference service chaiml-mn24b-v2preferwi-88311-v3 ready after 50.28400278091431s
Pipeline stage MKMLDeployer completed in 50.83s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2293741703033447s
Received healthy response to inference request in 1.8979697227478027s
Received healthy response to inference request in 1.961334228515625s
Received healthy response to inference request in 1.776548147201538s
Received healthy response to inference request in 1.8364620208740234s
5 requests
0 failed requests
5th percentile: 1.7885309219360352
10th percentile: 1.8005136966705322
20th percentile: 1.8244792461395263
30th percentile: 1.8487635612487794
40th percentile: 1.873366641998291
50th percentile: 1.8979697227478027
60th percentile: 1.9233155250549316
70th percentile: 1.9486613273620605
80th percentile: 2.0149422168731688
90th percentile: 2.1221581935882567
95th percentile: 2.175766181945801
99th percentile: 2.218652572631836
mean time: 1.9403376579284668
Pipeline stage StressChecker completed in 11.23s
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 0.79s
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 0.74s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_88311_v3 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 2623.38s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_88311_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_88311_v3 status is now torndown due to DeploymentManager action