developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwin2_466_v1
model_name: chaiml-mn24b-v2preferwin2_466_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-17T14:46:53+00:00
num_battles: 6356
num_wins: 3273
celo_rating: 1271.92
family_friendly_score: 0.5906
family_friendly_standard_error: 0.006954015243008891
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune8
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': 0.5462833638708542, 'latency_mean': 1.8304568016529084, 'latency_p50': 1.834354043006897, 'latency_p90': 2.023562121391296}, {'batch_size': 3, 'throughput': 1.1148453360297275, 'latency_mean': 2.6791041541099547, 'latency_p50': 2.6714725494384766, 'latency_p90': 3.0591795682907104}, {'batch_size': 5, 'throughput': 1.4320487115566876, 'latency_mean': 3.4777700209617617, 'latency_p50': 3.479035496711731, 'latency_p90': 3.919063353538513}, {'batch_size': 6, 'throughput': 1.5515649924183024, 'latency_mean': 3.8445471715927124, 'latency_p50': 3.834974527359009, 'latency_p90': 4.387541151046753}, {'batch_size': 8, 'throughput': 1.694441665803718, 'latency_mean': 4.695020630359649, 'latency_p50': 4.751182317733765, 'latency_p90': 5.324909329414368}, {'batch_size': 10, 'throughput': 1.7657022414403105, 'latency_mean': 5.611853308677674, 'latency_p50': 5.646373391151428, 'latency_p90': 6.3377828836441035}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwin2_466_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo1_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-17
win_ratio: 0.5149465072372561
generation_params: {'temperature': 0.6, '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-v2preferwin2-466-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwin2-466-v1-mkmlizer to finish
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: Downloaded to shared memory in 81.578s
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo1_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpp0bk3j2f, device:0
chaiml-mn24b-v2preferwin2-466-v1-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-v2preferwin2-466-v1-mkmlizer: quantized model in 287.285s
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo1_tune8 in 368.863s
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v1/nvidia
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v1/nvidia/config.json
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwin2-466-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwin2-466-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwin2-466-v1-mkmlizer completed after 451.14s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwin2-466-v1-mkmlizer
Pipeline stage MKMLizer completed in 451.79s
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-v2preferwin2-466-v1
Waiting for inference service chaiml-mn24b-v2preferwin2-466-v1 to be ready
Inference service chaiml-mn24b-v2preferwin2-466-v1 ready after 60.49334526062012s
Pipeline stage MKMLDeployer completed in 61.12s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.6695101261138916s
Received healthy response to inference request in 2.6369972229003906s
Received healthy response to inference request in 1.9107961654663086s
Received healthy response to inference request in 1.8213121891021729s
Received healthy response to inference request in 1.791407823562622s
5 requests
0 failed requests
5th percentile: 1.7973886966705321
10th percentile: 1.8033695697784424
20th percentile: 1.8153313159942628
30th percentile: 1.839208984375
40th percentile: 1.8750025749206543
50th percentile: 1.9107961654663086
60th percentile: 2.2012765884399412
70th percentile: 2.491757011413574
80th percentile: 2.643499803543091
90th percentile: 2.6565049648284913
95th percentile: 2.6630075454711912
99th percentile: 2.6682096099853516
mean time: 2.166004705429077
Pipeline stage StressChecker completed in 12.36s
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 0.71s
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 1.33s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin2_466_v1 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 3155.97s
Shutdown handler de-registered
chaiml-mn24b-v2preferwin2_466_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwin2_466_v1 status is now torndown due to DeploymentManager action