developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_38570_v3
model_name: chaiml-mn24b-v2preferwi_38570_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-12T11:03:57+00:00
num_battles: 6529
num_wins: 3413
celo_rating: 1268.9
family_friendly_score: 0.5640000000000001
family_friendly_standard_error: 0.007012902394871898
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin1syn1_tune10
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': 0.5485475668861918, 'latency_mean': 1.822873604297638, 'latency_p50': 1.8412827253341675, 'latency_p90': 2.0165567636489867}, {'batch_size': 3, 'throughput': 1.1094953951216964, 'latency_mean': 2.6978910756111145, 'latency_p50': 2.7102913856506348, 'latency_p90': 2.989117383956909}, {'batch_size': 5, 'throughput': 1.435600925920128, 'latency_mean': 3.4673109185695647, 'latency_p50': 3.4955719709396362, 'latency_p90': 3.949083161354065}, {'batch_size': 6, 'throughput': 1.552789558903841, 'latency_mean': 3.845297257900238, 'latency_p50': 3.827897787094116, 'latency_p90': 4.324106383323669}, {'batch_size': 8, 'throughput': 1.7016069616304164, 'latency_mean': 4.656297324895859, 'latency_p50': 4.675631165504456, 'latency_p90': 5.237264394760132}, {'batch_size': 10, 'throughput': 1.7979484725768646, 'latency_mean': 5.515036039352417, 'latency_p50': 5.548758149147034, 'latency_p90': 6.308591246604919}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_38570_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin1syn1_tune10
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-12
win_ratio: 0.5227446775922806
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': '{prompt}\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-38570-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-38570-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: Downloaded to shared memory in 62.710s
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin1syn1_tune10 already exists in ChaiML
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpk9_v6ocf, device:0
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: quantized model in 290.711s
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin1syn1_tune10 in 353.422s
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-38570-v3/nvidia
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-38570-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-38570-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-38570-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-38570-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-38570-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-38570-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-38570-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-38570-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-38570-v3-mkmlizer completed after 428.17s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-38570-v3-mkmlizer
Pipeline stage MKMLizer completed in 428.82s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-38570-v3
Waiting for inference service chaiml-mn24b-v2preferwi-38570-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-38570-v3 ready after 30.172048330307007s
Pipeline stage MKMLDeployer completed in 30.76s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3500828742980957s
Received healthy response to inference request in 1.824079990386963s
Received healthy response to inference request in 2.0213358402252197s
Received healthy response to inference request in 1.8011131286621094s
Received healthy response to inference request in 1.7669594287872314s
5 requests
0 failed requests
5th percentile: 1.773790168762207
10th percentile: 1.7806209087371827
20th percentile: 1.7942823886871337
30th percentile: 1.80570650100708
40th percentile: 1.8148932456970215
50th percentile: 1.824079990386963
60th percentile: 1.9029823303222657
70th percentile: 1.9818846702575683
80th percentile: 2.087085247039795
90th percentile: 2.2185840606689453
95th percentile: 2.2843334674835205
99th percentile: 2.3369329929351808
mean time: 1.9527142524719239
Pipeline stage StressChecker completed in 11.15s
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 0.65s
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 0.72s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_38570_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 2732.45s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_38570_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_38570_v3 status is now torndown due to DeploymentManager action