chaiml-mn24b-v2preferwi_91731

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_91731_v5
model_name: chaiml-mn24b-v2preferwi_91731_v5
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-26T03:46:27+00:00
num_battles: 5312
num_wins: 2613
celo_rating: 1282.01
family_friendly_score: 0.5352
family_friendly_standard_error: 0.007053523374881521
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_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': 0.5478040257657992, 'latency_mean': 1.8253401148319244, 'latency_p50': 1.8237074613571167, 'latency_p90': 2.013441228866577}, {'batch_size': 3, 'throughput': 1.1162585720362264, 'latency_mean': 2.682361215353012, 'latency_p50': 2.6687294244766235, 'latency_p90': 2.9470250368118287}, {'batch_size': 5, 'throughput': 1.446524729892424, 'latency_mean': 3.4414595484733583, 'latency_p50': 3.4643023014068604, 'latency_p90': 3.8757314920425414}, {'batch_size': 6, 'throughput': 1.5370363071408977, 'latency_mean': 3.860342662334442, 'latency_p50': 3.865912079811096, 'latency_p90': 4.359080195426941}, {'batch_size': 8, 'throughput': 1.7188687780586707, 'latency_mean': 4.598657749891281, 'latency_p50': 4.565374732017517, 'latency_p90': 5.334657454490662}, {'batch_size': 10, 'throughput': 1.8243218846243578, 'latency_mean': 5.436084185838699, 'latency_p50': 5.41846776008606, 'latency_p90': 6.123539757728577}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_91731_v5
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune8
model_size: 24B
ranking_group: single
throughput_3p7s: 1.52
us_pacific_date: 2025-09-25
win_ratio: 0.4919051204819277
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-91731-v5-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-91731-v5-mkmlizer to finish
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: Downloaded to shared memory in 48.395s
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune8 already exists in ChaiML
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpbvh0a5zl, device:0
chaiml-mn24b-v2preferwi-91731-v5-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-91731-v5-mkmlizer: quantized model in 289.509s
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_nonl_bo4_tune8 in 337.905s
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v5/nvidia
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v5/nvidia/config.json
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v5/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v5/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v5/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v5/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-91731-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-91731-v5/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-91731-v5-mkmlizer completed after 407.9s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-91731-v5-mkmlizer
Pipeline stage MKMLizer completed in 408.39s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-91731-v5
Waiting for inference service chaiml-mn24b-v2preferwi-91731-v5 to be ready
Inference service chaiml-mn24b-v2preferwi-91731-v5 ready after 60.255170583724976s
Pipeline stage MKMLDeployer completed in 60.74s
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 2.240292549133301s
Received healthy response to inference request in 1.7507479190826416s
Received healthy response to inference request in 1.9790141582489014s
Received healthy response to inference request in 1.7283060550689697s
5 requests
1 failed requests
5th percentile: 1.732794427871704
10th percentile: 1.7372828006744385
20th percentile: 1.7462595462799073
30th percentile: 1.7964011669158935
40th percentile: 1.8877076625823974
50th percentile: 1.9790141582489014
60th percentile: 2.083525514602661
70th percentile: 2.188036870956421
80th percentile: 5.81915698051453
90th percentile: 12.976885843276978
95th percentile: 16.5557502746582
99th percentile: 19.418841819763184
mean time: 5.566595077514648
%s, retrying in %s seconds...
Received healthy response to inference request in 1.6670243740081787s
Received healthy response to inference request in 1.8492662906646729s
Received healthy response to inference request in 1.6832995414733887s
Received healthy response to inference request in 1.778892993927002s
Received healthy response to inference request in 1.8526957035064697s
5 requests
0 failed requests
5th percentile: 1.6702794075012206
10th percentile: 1.6735344409942627
20th percentile: 1.6800445079803468
30th percentile: 1.7024182319641112
40th percentile: 1.7406556129455566
50th percentile: 1.778892993927002
60th percentile: 1.8070423126220703
70th percentile: 1.8351916313171386
80th percentile: 1.8499521732330322
90th percentile: 1.851323938369751
95th percentile: 1.8520098209381104
99th percentile: 1.8525585269927978
mean time: 1.7662357807159423
Pipeline stage StressChecker completed in 39.50s
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 0.78s
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 0.74s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_91731_v5 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 2972.24s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_91731_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_91731_v5 status is now torndown due to DeploymentManager action