developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_29011_v1
model_name: chaiml-mn24b-v2preferwi_29011_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-18T20:32:52+00:00
num_battles: 5302
num_wins: 2829
celo_rating: 1284.94
family_friendly_score: 0.5782
family_friendly_standard_error: 0.006984049828000943
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune5
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': 0.5484025541952411, 'latency_mean': 1.8233587956428527, 'latency_p50': 1.8080174922943115, 'latency_p90': 2.031172204017639}, {'batch_size': 3, 'throughput': 1.1036169604333699, 'latency_mean': 2.7062407290935515, 'latency_p50': 2.7107571363449097, 'latency_p90': 2.9611104011535643}, {'batch_size': 5, 'throughput': 1.4132783862398606, 'latency_mean': 3.5211910438537597, 'latency_p50': 3.5256505012512207, 'latency_p90': 4.006311988830566}, {'batch_size': 6, 'throughput': 1.533808465368754, 'latency_mean': 3.887438086271286, 'latency_p50': 3.8898491859436035, 'latency_p90': 4.3415759086608885}, {'batch_size': 8, 'throughput': 1.6812933025033856, 'latency_mean': 4.728973613977432, 'latency_p50': 4.713907241821289, 'latency_p90': 5.392862915992737}, {'batch_size': 10, 'throughput': 1.7496793941770805, 'latency_mean': 5.666814926862717, 'latency_p50': 5.687790513038635, 'latency_p90': 6.482901716232299}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_29011_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-09-18
win_ratio: 0.5335722368917389
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-v2preferwi-29011-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-29011-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: Downloaded to shared memory in 64.347s
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmph6lgog5x, device:0
chaiml-mn24b-v2preferwi-29011-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', '')
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-29011-v1-mkmlizer: quantized model in 286.180s
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune5 in 350.527s
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29011-v1/nvidia
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29011-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29011-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29011-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29011-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29011-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-29011-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29011-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-29011-v1-mkmlizer completed after 451.11s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-29011-v1-mkmlizer
Pipeline stage MKMLizer completed in 451.62s
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-29011-v1
Waiting for inference service chaiml-mn24b-v2preferwi-29011-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-29011-v1 ready after 60.36646914482117s
Pipeline stage MKMLDeployer completed in 60.80s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 1.7300007343292236s
Received healthy response to inference request in 1.5213475227355957s
Received healthy response to inference request in 1.6231918334960938s
Received healthy response to inference request in 1.7965545654296875s
5 requests
1 failed requests
5th percentile: 1.5417163848876954
10th percentile: 1.562085247039795
20th percentile: 1.602822971343994
30th percentile: 1.6445536136627197
40th percentile: 1.6872771739959718
50th percentile: 1.7300007343292236
60th percentile: 1.7566222667694091
70th percentile: 1.7832437992095946
80th percentile: 5.473495817184451
90th percentile: 12.82737832069397
95th percentile: 16.50431957244873
99th percentile: 19.44587257385254
mean time: 5.370471096038818
%s, retrying in %s seconds...
Received healthy response to inference request in 1.6684062480926514s
Received healthy response to inference request in 1.8374156951904297s
Received healthy response to inference request in 1.805588960647583s
Received healthy response to inference request in 1.8233575820922852s
Received healthy response to inference request in 1.9888393878936768s
5 requests
0 failed requests
5th percentile: 1.6958427906036377
10th percentile: 1.7232793331146241
20th percentile: 1.7781524181365966
30th percentile: 1.8091426849365235
40th percentile: 1.8162501335144043
50th percentile: 1.8233575820922852
60th percentile: 1.8289808273315429
70th percentile: 1.8346040725708008
80th percentile: 1.8677004337310792
90th percentile: 1.928269910812378
95th percentile: 1.9585546493530273
99th percentile: 1.982782440185547
mean time: 1.8247215747833252
Pipeline stage StressChecker completed in 39.17s
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 0.66s
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 0.86s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_29011_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 2907.85s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_29011_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_29011_v1 status is now torndown due to DeploymentManager action