developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_87423_v5
model_name: chaiml-mn24b-v2preferwi_87423_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T02:51:28+00:00
num_battles: 5955
num_wins: 3143
celo_rating: 1281.36
family_friendly_score: 0.5238
family_friendly_standard_error: 0.007063052597850309
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_prod_tune4
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': 0.5499467835572635, 'latency_mean': 1.8182556974887847, 'latency_p50': 1.7861748933792114, 'latency_p90': 2.027054786682129}, {'batch_size': 3, 'throughput': 1.1078547352768606, 'latency_mean': 2.698468006849289, 'latency_p50': 2.6990004777908325, 'latency_p90': 2.9533244609832763}, {'batch_size': 5, 'throughput': 1.425503778206764, 'latency_mean': 3.486976178884506, 'latency_p50': 3.4944379329681396, 'latency_p90': 3.9635327577590944}, {'batch_size': 6, 'throughput': 1.5440341854872566, 'latency_mean': 3.8645152485370637, 'latency_p50': 3.906485080718994, 'latency_p90': 4.382322955131531}, {'batch_size': 8, 'throughput': 1.7101803301340084, 'latency_mean': 4.644957233667373, 'latency_p50': 4.637226819992065, 'latency_p90': 5.380887484550476}, {'batch_size': 10, 'throughput': 1.78638741801815, 'latency_mean': 5.550860602855682, 'latency_p50': 5.532487154006958, 'latency_p90': 6.308464002609253}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_87423_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_prod_tune4
model_size: 24B
ranking_group: single
throughput_3p7s: 1.5
us_pacific_date: 2025-09-17
win_ratio: 0.527791771620487
generation_params: {'temperature': 0.8, '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-87423-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-87423-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: Downloaded to shared memory in 51.561s
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpxrjhqjpz, device:0
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: quantized model in 287.360s
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune4 in 338.922s
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v5/nvidia
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-87423-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-87423-v5-mkmlizer completed after 457.87s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-87423-v5-mkmlizer
Pipeline stage MKMLizer completed in 458.49s
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-87423-v5
Waiting for inference service chaiml-mn24b-v2preferwi-87423-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-87423-v5 ready after 50.53788924217224s
Pipeline stage MKMLDeployer completed in 51.13s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4061124324798584s
Received healthy response to inference request in 1.335705041885376s
Received healthy response to inference request in 1.6593642234802246s
Received healthy response to inference request in 1.6689770221710205s
Received healthy response to inference request in 1.809211015701294s
5 requests
0 failed requests
5th percentile: 1.3497865200042725
10th percentile: 1.363867998123169
20th percentile: 1.392030954360962
30th percentile: 1.4567627906799316
40th percentile: 1.5580635070800781
50th percentile: 1.6593642234802246
60th percentile: 1.6632093429565429
70th percentile: 1.6670544624328614
80th percentile: 1.6970238208770752
90th percentile: 1.7531174182891847
95th percentile: 1.7811642169952393
99th percentile: 1.803601655960083
mean time: 1.5758739471435548
Pipeline stage StressChecker completed in 9.20s
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 0.81s
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 0.75s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_87423_v5 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 2639.17s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_87423_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_87423_v5 status is now torndown due to DeploymentManager action