developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_49531_v1
model_name: chaiml-mn24b-v2preferwi_49531_v1
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-19T00:56:18+00:00
num_battles: 5674
num_wins: 2998
celo_rating: 1275.86
family_friendly_score: 0.5702
family_friendly_standard_error: 0.007001027924526513
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': 0.5450000352099859, 'latency_mean': 1.8347367882728576, 'latency_p50': 1.8319469690322876, 'latency_p90': 2.0424783706665037}, {'batch_size': 3, 'throughput': 1.1020813091655084, 'latency_mean': 2.7180366671085356, 'latency_p50': 2.7049996852874756, 'latency_p90': 3.0121108293533325}, {'batch_size': 5, 'throughput': 1.395048212193938, 'latency_mean': 3.5696513652801514, 'latency_p50': 3.60269033908844, 'latency_p90': 4.053145456314087}, {'batch_size': 6, 'throughput': 1.5106119206705444, 'latency_mean': 3.95260201215744, 'latency_p50': 3.991253614425659, 'latency_p90': 4.533483672142029}, {'batch_size': 8, 'throughput': 1.6600776604748075, 'latency_mean': 4.777858771085739, 'latency_p50': 4.7687908411026, 'latency_p90': 5.479351282119751}, {'batch_size': 10, 'throughput': 1.7201205627715002, 'latency_mean': 5.770498064756393, 'latency_p50': 5.752290487289429, 'latency_p90': 6.57751989364624}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_49531_v1
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.44
us_pacific_date: 2025-09-18
win_ratio: 0.5283750440606274
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-49531-v1-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-49531-v1-mkmlizer to finish
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: Downloaded to shared memory in 88.904s
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmplcz7u8cv, device:0
chaiml-mn24b-v2preferwi-49531-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-49531-v1-mkmlizer: quantized model in 283.991s
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_tune7 in 372.895s
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v1/nvidia
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v1/nvidia/config.json
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v1/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v1/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v1/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v1/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-49531-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-49531-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-49531-v1-mkmlizer completed after 450.76s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-49531-v1-mkmlizer
Pipeline stage MKMLizer completed in 451.64s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-49531-v1
Waiting for inference service chaiml-mn24b-v2preferwi-49531-v1 to be ready
Inference service chaiml-mn24b-v2preferwi-49531-v1 ready after 60.305269956588745s
Pipeline stage MKMLDeployer completed in 60.75s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.7581593990325928s
Received healthy response to inference request in 2.0668931007385254s
Received healthy response to inference request in 1.9416863918304443s
Received healthy response to inference request in 2.0533854961395264s
Received healthy response to inference request in 2.067589044570923s
5 requests
0 failed requests
5th percentile: 1.9640262126922607
10th percentile: 1.9863660335540771
20th percentile: 2.03104567527771
30th percentile: 2.056087017059326
40th percentile: 2.061490058898926
50th percentile: 2.0668931007385254
60th percentile: 2.0671714782714843
70th percentile: 2.067449855804443
80th percentile: 2.205703115463257
90th percentile: 2.4819312572479246
95th percentile: 2.6200453281402587
99th percentile: 2.730536584854126
mean time: 2.1775426864624023
Pipeline stage StressChecker completed in 13.18s
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 0.87s
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 0.71s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_49531_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 2834.47s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_49531_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_49531_v1 status is now torndown due to DeploymentManager action