developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_52759_v3
model_name: chaiml-mn24b-v2preferwi_52759_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T20:58:45+00:00
num_battles: 5891
num_wins: 3062
celo_rating: 1270.96
family_friendly_score: 0.5706
family_friendly_standard_error: 0.007000223425005805
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune3
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': 0.5516648991860387, 'latency_mean': 1.8125936055183411, 'latency_p50': 1.8112183809280396, 'latency_p90': 2.016693639755249}, {'batch_size': 3, 'throughput': 1.1193676730257633, 'latency_mean': 2.667057068347931, 'latency_p50': 2.6611374616622925, 'latency_p90': 3.006303310394287}, {'batch_size': 5, 'throughput': 1.4532776019015268, 'latency_mean': 3.4228381478786467, 'latency_p50': 3.4273769855499268, 'latency_p90': 3.8815638780593873}, {'batch_size': 6, 'throughput': 1.5540385326196982, 'latency_mean': 3.8389684855937958, 'latency_p50': 3.859006404876709, 'latency_p90': 4.367455625534058}, {'batch_size': 8, 'throughput': 1.7081403443144278, 'latency_mean': 4.6537398588657375, 'latency_p50': 4.625675559043884, 'latency_p90': 5.29833037853241}, {'batch_size': 10, 'throughput': 1.7972813877071332, 'latency_mean': 5.527106909751892, 'latency_p50': 5.547835111618042, 'latency_p90': 6.320217704772949}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_52759_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune3
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-19
win_ratio: 0.5197759293838058
generation_params: {'temperature': 0.7, '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-52759-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-52759-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: Downloaded to shared memory in 69.273s
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune3 already exists in ChaiML
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmplx42w40i, device:0
chaiml-mn24b-v2preferwi-52759-v3-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', '')
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: quantized model in 290.242s
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune3 in 359.515s
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52759-v3/nvidia
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52759-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52759-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52759-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52759-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52759-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-52759-v3/nvidia/flywheel_model.0.safetensors
chaiml-mn24b-v2preferwi-52759-v3-mkmlizer: 
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Job chaiml-mn24b-v2preferwi-52759-v3-mkmlizer completed after 429.77s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-52759-v3-mkmlizer
Pipeline stage MKMLizer completed in 430.39s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-52759-v3
Waiting for inference service chaiml-mn24b-v2preferwi-52759-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-52759-v3 ready after 70.43230843544006s
Pipeline stage MKMLDeployer completed in 71.05s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.8440024852752686s
Received healthy response to inference request in 2.2057549953460693s
Received healthy response to inference request in 1.7856643199920654s
Received healthy response to inference request in 2.106318950653076s
Received healthy response to inference request in 1.6708457469940186s
5 requests
0 failed requests
5th percentile: 1.6938094615936279
10th percentile: 1.7167731761932372
20th percentile: 1.762700605392456
30th percentile: 1.8497952461242675
40th percentile: 1.9780570983886718
50th percentile: 2.106318950653076
60th percentile: 2.1460933685302734
70th percentile: 2.1858677864074707
80th percentile: 2.3334044933319094
90th percentile: 2.588703489303589
95th percentile: 2.7163529872894285
99th percentile: 2.8184725856781006
mean time: 2.1225172996521
Pipeline stage StressChecker completed in 12.10s
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 0.73s
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 0.66s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_52759_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-52759-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-52759-v3-profiler to be ready
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 2935.89s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_52759_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_52759_v3 status is now torndown due to DeploymentManager action