developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_16354_v2
model_name: chaiml-mn24b-v2preferwi_16354_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T14:39:59+00:00
num_battles: 6540
num_wins: 3464
celo_rating: 1279.52
family_friendly_score: 0.554
family_friendly_standard_error: 0.007029708386554879
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_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': 0.5478983947895368, 'latency_mean': 1.8250598311424255, 'latency_p50': 1.8336999416351318, 'latency_p90': 2.0269359588623046}, {'batch_size': 3, 'throughput': 1.0949774587332444, 'latency_mean': 2.7345413768291476, 'latency_p50': 2.7297000885009766, 'latency_p90': 3.085121250152588}, {'batch_size': 5, 'throughput': 1.39429105192772, 'latency_mean': 3.5653137230873106, 'latency_p50': 3.550044059753418, 'latency_p90': 4.072379779815674}, {'batch_size': 6, 'throughput': 1.4866555600089568, 'latency_mean': 3.99577690243721, 'latency_p50': 3.986423969268799, 'latency_p90': 4.600395631790161}, {'batch_size': 8, 'throughput': 1.6309721451081411, 'latency_mean': 4.878646658658981, 'latency_p50': 4.897618532180786, 'latency_p90': 5.499625301361084}, {'batch_size': 10, 'throughput': 1.6922359619976042, 'latency_mean': 5.849369572401047, 'latency_p50': 5.9139063358306885, 'latency_p90': 6.639739441871643}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_16354_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune6
model_size: 24B
ranking_group: single
throughput_3p7s: 1.44
us_pacific_date: 2025-09-19
win_ratio: 0.5296636085626911
generation_params: {'temperature': 0.65, '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-16354-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-16354-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-16354-v2-mkmlizer: Downloaded to shared memory in 98.780s
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune6 already exists in ChaiML
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpje4fqt0y, device:0
chaiml-mn24b-v2preferwi-16354-v2-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-16354-v2-mkmlizer: quantized model in 290.558s
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfilt_tune6 in 389.338s
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v2/nvidia
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-16354-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-16354-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-16354-v2-mkmlizer completed after 458.26s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-16354-v2-mkmlizer
Pipeline stage MKMLizer completed in 459.93s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.49s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-16354-v2
Waiting for inference service chaiml-mn24b-v2preferwi-16354-v2 to be ready
Retrying (%r) after connection broken by '%r': %s
Inference service chaiml-mn24b-v2preferwi-16354-v2 ready after 61.56264352798462s
Pipeline stage MKMLDeployer completed in 63.69s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0870163440704346s
Received healthy response to inference request in 2.1505908966064453s
Received healthy response to inference request in 1.8863134384155273s
Received healthy response to inference request in 1.6676959991455078s
Received healthy response to inference request in 1.6152803897857666s
5 requests
0 failed requests
5th percentile: 1.625763511657715
10th percentile: 1.636246633529663
20th percentile: 1.6572128772735595
30th percentile: 1.7114194869995116
40th percentile: 1.7988664627075195
50th percentile: 1.8863134384155273
60th percentile: 1.9665946006774901
70th percentile: 2.046875762939453
80th percentile: 2.0997312545776365
90th percentile: 2.125161075592041
95th percentile: 2.1378759860992433
99th percentile: 2.148047914505005
mean time: 1.8813794136047364
Pipeline stage StressChecker completed in 10.83s
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 0.70s
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 0.90s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_16354_v2 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 2688.56s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_16354_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_16354_v2 status is now torndown due to DeploymentManager action