developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_29988_v4
model_name: chaiml-mn24b-v2preferwi_29988_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T04:43:47+00:00
num_battles: 5171
num_wins: 2789
celo_rating: 1287.76
family_friendly_score: 0.5646
family_friendly_standard_error: 0.0070118020508283035
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_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': 0.5440607777221739, 'latency_mean': 1.837929791212082, 'latency_p50': 1.8335365056991577, 'latency_p90': 2.022865319252014}, {'batch_size': 3, 'throughput': 1.108149730582196, 'latency_mean': 2.697256611585617, 'latency_p50': 2.701621890068054, 'latency_p90': 2.966715669631958}, {'batch_size': 5, 'throughput': 1.4263583310454961, 'latency_mean': 3.4893549883365633, 'latency_p50': 3.4793851375579834, 'latency_p90': 3.9783241510391236}, {'batch_size': 6, 'throughput': 1.5224859928191639, 'latency_mean': 3.9094866061210634, 'latency_p50': 3.923195481300354, 'latency_p90': 4.419522595405579}, {'batch_size': 8, 'throughput': 1.6980399796194912, 'latency_mean': 4.6879488825798035, 'latency_p50': 4.713710188865662, 'latency_p90': 5.313235139846801}, {'batch_size': 10, 'throughput': 1.7605280731302424, 'latency_mean': 5.618445454835892, 'latency_p50': 5.592274188995361, 'latency_p90': 6.500661063194275}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_29988_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.49
us_pacific_date: 2025-09-18
win_ratio: 0.5393540901179655
generation_params: {'temperature': 0.75, '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-29988-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-29988-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: Downloaded to shared memory in 38.632s
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpqrgrebvz, device:0
chaiml-mn24b-v2preferwi-29988-v4-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-29988-v4-mkmlizer: quantized model in 287.913s
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune8 in 326.545s
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v4/nvidia
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-29988-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-29988-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-29988-v4-mkmlizer completed after 421.67s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-29988-v4-mkmlizer
Pipeline stage MKMLizer completed in 422.18s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-29988-v4
Waiting for inference service chaiml-mn24b-v2preferwi-29988-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-29988-v4 ready after 61.13427019119263s
Pipeline stage MKMLDeployer completed in 61.88s
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 2.075993299484253s
Received healthy response to inference request in 1.892967700958252s
Received healthy response to inference request in 1.7729294300079346s
Received healthy response to inference request in 2.1282784938812256s
5 requests
1 failed requests
5th percentile: 1.7969370841979981
10th percentile: 1.8209447383880615
20th percentile: 1.8689600467681884
30th percentile: 1.9295728206634521
40th percentile: 2.0027830600738525
50th percentile: 2.075993299484253
60th percentile: 2.096907377243042
70th percentile: 2.117821455001831
80th percentile: 5.735000228881839
90th percentile: 12.948443698883057
95th percentile: 16.555165433883666
99th percentile: 19.440542821884154
mean time: 5.6064112186431885
%s, retrying in %s seconds...
Received healthy response to inference request in 1.7849855422973633s
Received healthy response to inference request in 1.8553986549377441s
Received healthy response to inference request in 1.7384004592895508s
Received healthy response to inference request in 2.1223318576812744s
Received healthy response to inference request in 1.6632747650146484s
5 requests
0 failed requests
5th percentile: 1.678299903869629
10th percentile: 1.6933250427246094
20th percentile: 1.7233753204345703
30th percentile: 1.7477174758911134
40th percentile: 1.7663515090942383
50th percentile: 1.7849855422973633
60th percentile: 1.8131507873535155
70th percentile: 1.841316032409668
80th percentile: 1.9087852954864502
90th percentile: 2.0155585765838624
95th percentile: 2.068945217132568
99th percentile: 2.111654529571533
mean time: 1.8328782558441161
Pipeline stage StressChecker completed in 40.43s
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 1.59s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_29988_v4 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 2855.90s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_29988_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_29988_v4 status is now torndown due to DeploymentManager action