developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_49531_v5
model_name: chaiml-mn24b-v2preferwi_49531_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T00:57:27+00:00
num_battles: 5555
num_wins: 2983
celo_rating: 1280.93
family_friendly_score: 0.569
family_friendly_standard_error: 0.007003413453452538
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune7
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': 0.5400658670105288, 'latency_mean': 1.8514956843852997, 'latency_p50': 1.8539193868637085, 'latency_p90': 2.0488357067108156}, {'batch_size': 3, 'throughput': 1.1099832671300165, 'latency_mean': 2.697788516283035, 'latency_p50': 2.7001750469207764, 'latency_p90': 2.980662393569946}, {'batch_size': 5, 'throughput': 1.4105405116101863, 'latency_mean': 3.532233808040619, 'latency_p50': 3.492669939994812, 'latency_p90': 4.0659479141235355}, {'batch_size': 6, 'throughput': 1.5200296999669065, 'latency_mean': 3.9212698197364806, 'latency_p50': 3.91864812374115, 'latency_p90': 4.566311573982238}, {'batch_size': 8, 'throughput': 1.6661413478123632, 'latency_mean': 4.762997887134552, 'latency_p50': 4.736773252487183, 'latency_p90': 5.3562205791473385}, {'batch_size': 10, 'throughput': 1.7315561088500635, 'latency_mean': 5.735061954259873, 'latency_p50': 5.7413095235824585, 'latency_p90': 6.501869368553161}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_49531_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.47
us_pacific_date: 2025-09-18
win_ratio: 0.536993699369937
generation_params: {'temperature': 0.8, '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-49531-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-49531-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49531-v5-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-49531-v5-mkmlizer: Downloaded to shared memory in 78.535s
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpyac83p_t, device:0
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: quantized model in 292.606s
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune7 in 371.141s
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v5/nvidia
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-49531-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-49531-v5-mkmlizer completed after 441.14s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-49531-v5-mkmlizer
Pipeline stage MKMLizer completed in 441.70s
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-49531-v5
Waiting for inference service chaiml-mn24b-v2preferwi-49531-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-49531-v5 ready after 60.57377791404724s
Pipeline stage MKMLDeployer completed in 61.11s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.061149835586548s
Received healthy response to inference request in 1.9757771492004395s
Received healthy response to inference request in 2.005112886428833s
Received healthy response to inference request in 1.8088178634643555s
Received healthy response to inference request in 1.8257319927215576s
5 requests
0 failed requests
5th percentile: 1.8122006893157958
10th percentile: 1.8155835151672364
20th percentile: 1.8223491668701173
30th percentile: 1.855741024017334
40th percentile: 1.9157590866088867
50th percentile: 1.9757771492004395
60th percentile: 1.987511444091797
70th percentile: 1.9992457389831544
80th percentile: 2.016320276260376
90th percentile: 2.038735055923462
95th percentile: 2.049942445755005
99th percentile: 2.0589083576202394
mean time: 1.9353179454803466
Pipeline stage StressChecker completed in 11.05s
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 0.80s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_49531_v5 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-49531-v5-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-49531-v5-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 2752.54s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_49531_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_49531_v5 status is now torndown due to DeploymentManager action