chaiml-mn24b-v2preferwi_93858

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_93858_v2
model_name: chaiml-mn24b-v2preferwi_93858_v2
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T00:34:22+00:00
num_battles: 6736
num_wins: 3587
celo_rating: 1274.39
family_friendly_score: 0.5456
family_friendly_standard_error: 0.007041599818223129
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune5
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': 0.5497509432881548, 'latency_mean': 1.8188836109638213, 'latency_p50': 1.8079731464385986, 'latency_p90': 2.030491256713867}, {'batch_size': 3, 'throughput': 1.1040436948295946, 'latency_mean': 2.7039089584350586, 'latency_p50': 2.723370909690857, 'latency_p90': 2.994004988670349}, {'batch_size': 5, 'throughput': 1.4303296155870484, 'latency_mean': 3.456707001924515, 'latency_p50': 3.4216469526290894, 'latency_p90': 3.9188663721084596}, {'batch_size': 6, 'throughput': 1.5447373631977828, 'latency_mean': 3.8690647673606873, 'latency_p50': 3.8727481365203857, 'latency_p90': 4.376017212867737}, {'batch_size': 8, 'throughput': 1.6895630547297484, 'latency_mean': 4.695984213352204, 'latency_p50': 4.695006012916565, 'latency_p90': 5.416450715065002}, {'batch_size': 10, 'throughput': 1.753704645265574, 'latency_mean': 5.643105070590973, 'latency_p50': 5.6309826374053955, 'latency_p90': 6.4480003118515015}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_93858_v2
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune5
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-19
win_ratio: 0.5325118764845606
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-93858-v2-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-93858-v2-mkmlizer to finish
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-93858-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-93858-v2-mkmlizer: Downloaded to shared memory in 56.999s
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune5 already exists in ChaiML
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpy811oe1_, device:0
chaiml-mn24b-v2preferwi-93858-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', '')
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: quantized model in 287.735s
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_valfiltbef_tune5 in 344.735s
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v2/nvidia
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v2/nvidia/config.json
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v2/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v2/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v2/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v2/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-93858-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-93858-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-93858-v2-mkmlizer completed after 467.79s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-93858-v2-mkmlizer
Pipeline stage MKMLizer completed in 468.31s
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-93858-v2
Waiting for inference service chaiml-mn24b-v2preferwi-93858-v2 to be ready
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', '')
Inference service chaiml-mn24b-v2preferwi-93858-v2 ready after 70.34133887290955s
Pipeline stage MKMLDeployer completed in 70.90s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.017237663269043s
Received healthy response to inference request in 1.9120686054229736s
Received healthy response to inference request in 1.9366490840911865s
Received healthy response to inference request in 1.6550929546356201s
Received healthy response to inference request in 2.0345427989959717s
5 requests
0 failed requests
5th percentile: 1.7064880847930908
10th percentile: 1.7578832149505614
20th percentile: 1.860673475265503
30th percentile: 1.9169847011566161
40th percentile: 1.9268168926239013
50th percentile: 1.9366490840911865
60th percentile: 1.9688845157623291
70th percentile: 2.0011199474334718
80th percentile: 2.0206986904144286
90th percentile: 2.0276207447052004
95th percentile: 2.031081771850586
99th percentile: 2.0338505935668945
mean time: 1.911118221282959
Pipeline stage StressChecker completed in 11.22s
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 0.72s
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 0.61s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_93858_v2 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 0.11s
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-93858-v2-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-93858-v2-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 2870.45s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_93858_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_93858_v2 status is now torndown due to DeploymentManager action