developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_47511_v5
model_name: chaiml-mn24b-v2preferwi_47511_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-23T17:43:56+00:00
num_battles: 5601
num_wins: 2879
celo_rating: 1274.59
family_friendly_score: 0.5508
family_friendly_standard_error: 0.007034477379308288
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune6
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': 0.5410297971434812, 'latency_mean': 1.848200523853302, 'latency_p50': 1.8459583520889282, 'latency_p90': 2.054722213745117}, {'batch_size': 3, 'throughput': 1.1042028754591713, 'latency_mean': 2.705389379262924, 'latency_p50': 2.7005481719970703, 'latency_p90': 2.9322086334228517}, {'batch_size': 5, 'throughput': 1.4258959233156672, 'latency_mean': 3.4870375919342043, 'latency_p50': 3.4853713512420654, 'latency_p90': 3.963132905960083}, {'batch_size': 6, 'throughput': 1.5301848771888535, 'latency_mean': 3.901524213552475, 'latency_p50': 3.8628852367401123, 'latency_p90': 4.40217137336731}, {'batch_size': 8, 'throughput': 1.670929815025043, 'latency_mean': 4.755430064201355, 'latency_p50': 4.783697009086609, 'latency_p90': 5.343930768966675}, {'batch_size': 10, 'throughput': 1.7713077673175712, 'latency_mean': 5.626672673225403, 'latency_p50': 5.614536643028259, 'latency_p90': 6.34380304813385}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_47511_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-23
win_ratio: 0.5140153544009998
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-47511-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-47511-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: Downloaded to shared memory in 56.083s
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpsk9fmo1_, device:0
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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', '')
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-47511-v5-mkmlizer: quantized model in 285.899s
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo1_tune6 in 341.983s
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47511-v5/nvidia
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47511-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47511-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47511-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47511-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47511-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-47511-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-47511-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-47511-v5-mkmlizer completed after 460.96s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-47511-v5-mkmlizer
Pipeline stage MKMLizer completed in 461.49s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-47511-v5
Waiting for inference service chaiml-mn24b-v2preferwi-47511-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-47511-v5 ready after 60.3185293674469s
Pipeline stage MKMLDeployer completed in 60.96s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.294076681137085s
Received healthy response to inference request in 2.396723747253418s
Received healthy response to inference request in 2.181893825531006s
Received healthy response to inference request in 1.9013307094573975s
Received healthy response to inference request in 2.979966163635254s
5 requests
0 failed requests
5th percentile: 1.9574433326721192
10th percentile: 2.013555955886841
20th percentile: 2.125781202316284
30th percentile: 2.204330396652222
40th percentile: 2.2492035388946534
50th percentile: 2.294076681137085
60th percentile: 2.335135507583618
70th percentile: 2.3761943340301515
80th percentile: 2.5133722305297854
90th percentile: 2.7466691970825194
95th percentile: 2.8633176803588865
99th percentile: 2.9566364669799805
mean time: 2.350798225402832
Pipeline stage StressChecker completed in 13.44s
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 0.64s
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 1.07s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_47511_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 2834.88s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_47511_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_47511_v5 status is now torndown due to DeploymentManager action