developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_87423_v2
model_name: chaiml-mn24b-v2preferwi_87423_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T02:50:49+00:00
num_battles: 5626
num_wins: 2961
celo_rating: 1284.95
family_friendly_score: 0.5244
family_friendly_standard_error: 0.007062643131292986
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': 0.5459247495611484, 'latency_mean': 1.8316577577590942, 'latency_p50': 1.8444279432296753, 'latency_p90': 2.0335133552551268}, {'batch_size': 3, 'throughput': 1.1178767439893684, 'latency_mean': 2.678587658405304, 'latency_p50': 2.687458872795105, 'latency_p90': 2.9806228160858153}, {'batch_size': 5, 'throughput': 1.4260062167936793, 'latency_mean': 3.4867197990417482, 'latency_p50': 3.5108903646469116, 'latency_p90': 3.9607379913330076}, {'batch_size': 6, 'throughput': 1.5304664930254355, 'latency_mean': 3.8876248252391816, 'latency_p50': 3.8844534158706665, 'latency_p90': 4.397444844245911}, {'batch_size': 8, 'throughput': 1.6941691463721222, 'latency_mean': 4.693467260599136, 'latency_p50': 4.7166736125946045, 'latency_p90': 5.3175063848495485}, {'batch_size': 10, 'throughput': 1.7861268314580128, 'latency_mean': 5.548864176273346, 'latency_p50': 5.592975854873657, 'latency_p90': 6.262502121925354}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_87423_v2
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: 0.5263064344116601
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-87423-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-87423-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
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-87423-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: Downloaded to shared memory in 45.172s
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_prod_tune4 already exists in ChaiML
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpp1crufly, device:0
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: quantized model in 288.570s
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_prod_tune4 in 333.743s
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v2/nvidia
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-87423-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-87423-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-87423-v2-mkmlizer completed after 398.16s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-87423-v2-mkmlizer
Pipeline stage MKMLizer completed in 398.71s
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-87423-v2
Waiting for inference service chaiml-mn24b-v2preferwi-87423-v2 to be ready
Inference service chaiml-mn24b-v2preferwi-87423-v2 ready after 50.438254833221436s
Pipeline stage MKMLDeployer completed in 50.96s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0072367191314697s
Received healthy response to inference request in 1.6248681545257568s
Received healthy response to inference request in 1.763814926147461s
Received healthy response to inference request in 1.636084794998169s
Received healthy response to inference request in 1.562748908996582s
5 requests
0 failed requests
5th percentile: 1.575172758102417
10th percentile: 1.587596607208252
20th percentile: 1.6124443054199218
30th percentile: 1.6271114826202393
40th percentile: 1.631598138809204
50th percentile: 1.636084794998169
60th percentile: 1.6871768474578857
70th percentile: 1.7382688999176026
80th percentile: 1.8124992847442627
90th percentile: 1.9098680019378662
95th percentile: 1.958552360534668
99th percentile: 1.9974998474121093
mean time: 1.7189507007598877
Pipeline stage StressChecker completed in 10.01s
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 0.70s
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 0.91s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_87423_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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-87423-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-87423-v2-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 2680.52s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_87423_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_87423_v2 status is now torndown due to DeploymentManager action