chaiml-mn24b-v2preferwi_68363

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_68363_v3
model_name: chaiml-mn24b-v2preferwi_68363_v3
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-21T23:37:24+00:00
num_battles: 6969
num_wins: 3690
celo_rating: 1274.51
family_friendly_score: 0.571
family_friendly_standard_error: 0.006999414261207862
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_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': 0.5422764292996176, 'latency_mean': 1.8439731061458589, 'latency_p50': 1.8437552452087402, 'latency_p90': 2.0307090520858764}, {'batch_size': 3, 'throughput': 1.0942697873552996, 'latency_mean': 2.7242282676696776, 'latency_p50': 2.724150061607361, 'latency_p90': 2.9887964725494385}, {'batch_size': 5, 'throughput': 1.403872721947106, 'latency_mean': 3.537824287414551, 'latency_p50': 3.544172525405884, 'latency_p90': 4.0174590110778805}, {'batch_size': 6, 'throughput': 1.5059868882033516, 'latency_mean': 3.96071515083313, 'latency_p50': 3.9943445920944214, 'latency_p90': 4.4802450895309445}, {'batch_size': 8, 'throughput': 1.663112249886384, 'latency_mean': 4.784215935468674, 'latency_p50': 4.774456143379211, 'latency_p90': 5.575298690795899}, {'batch_size': 10, 'throughput': 1.7128992963724488, 'latency_mean': 5.778234105110169, 'latency_p50': 5.760993838310242, 'latency_p90': 6.590703368186951}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_68363_v3
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune7
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-09-21
win_ratio: 0.5294877313818338
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-68363-v3-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-68363-v3-mkmlizer to finish
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: Downloaded to shared memory in 43.471s
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune7 already exists in ChaiML
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp8p4aeyts, device:0
chaiml-mn24b-v2preferwi-68363-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-68363-v3-mkmlizer: quantized model in 285.971s
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_filt4_tune7 in 329.442s
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v3/nvidia
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v3/nvidia/config.json
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v3/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v3/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v3/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v3/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-68363-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-68363-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-68363-v3-mkmlizer completed after 439.68s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-68363-v3-mkmlizer
Pipeline stage MKMLizer completed in 440.14s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-mn24b-v2preferwi-68363-v3
Waiting for inference service chaiml-mn24b-v2preferwi-68363-v3 to be ready
Inference service chaiml-mn24b-v2preferwi-68363-v3 ready after 60.66485118865967s
Pipeline stage MKMLDeployer completed in 61.15s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.345104217529297s
Received healthy response to inference request in 1.6980440616607666s
Received healthy response to inference request in 1.6489601135253906s
Received healthy response to inference request in 1.6972076892852783s
Received healthy response to inference request in 1.7146580219268799s
5 requests
0 failed requests
5th percentile: 1.6586096286773682
10th percentile: 1.6682591438293457
20th percentile: 1.6875581741333008
30th percentile: 1.6973749637603759
40th percentile: 1.6977095127105712
50th percentile: 1.6980440616607666
60th percentile: 1.7046896457672118
70th percentile: 1.7113352298736573
80th percentile: 1.8407472610473634
90th percentile: 2.0929257392883303
95th percentile: 2.2190149784088136
99th percentile: 2.3198863697052
mean time: 1.8207948207855225
Pipeline stage StressChecker completed in 10.42s
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 0.64s
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 0.65s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_68363_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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-68363-v3-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-68363-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 2868.11s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_68363_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_68363_v3 status is now torndown due to DeploymentManager action