chaiml-mn24b-v2preferwi_59629

developer_uid: ChaiHarshitSheoran
submission_id: chaiml-mn24b-v2preferwi_59629_v4
model_name: chaiml-mn24b-v2preferwi_59629_v4
model_group: ChaiML/mn24b_v2preferwin
status: torndown
timestamp: 2025-09-20T23:22:18+00:00
num_battles: 5470
num_wins: 2804
celo_rating: 1264.27
family_friendly_score: 0.5786
family_friendly_standard_error: 0.006983151723971061
submission_type: basic
model_repo: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune1
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': 0.5503872982610972, 'latency_mean': 1.8167766451835632, 'latency_p50': 1.813031554222107, 'latency_p90': 2.0193329811096192}, {'batch_size': 3, 'throughput': 1.1211514970560505, 'latency_mean': 2.6735484051704406, 'latency_p50': 2.647021174430847, 'latency_p90': 3.0570660829544067}, {'batch_size': 5, 'throughput': 1.4318828236128822, 'latency_mean': 3.469559134244919, 'latency_p50': 3.4784194231033325, 'latency_p90': 3.9117950439453124}, {'batch_size': 6, 'throughput': 1.53870631618842, 'latency_mean': 3.8665843451023103, 'latency_p50': 3.8701601028442383, 'latency_p90': 4.355312085151672}, {'batch_size': 8, 'throughput': 1.7010044177568777, 'latency_mean': 4.67104945898056, 'latency_p50': 4.681664705276489, 'latency_p90': 5.300937080383301}, {'batch_size': 10, 'throughput': 1.7733458225500403, 'latency_mean': 5.592817789316177, 'latency_p50': 5.586986184120178, 'latency_p90': 6.381301236152649}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-mn24b-v2preferwi_59629_v4
is_internal_developer: False
language_model: ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.51
us_pacific_date: 2025-09-20
win_ratio: 0.5126142595978063
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-59629-v4-mkmlizer
Waiting for job on chaiml-mn24b-v2preferwi-59629-v4-mkmlizer to finish
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: ║                                                                     ║
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chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: ║                                                                     ║
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: Downloaded to shared memory in 50.431s
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: Checking if ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune1 already exists in ChaiML
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp30nrp8qw, device:0
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: quantized model in 284.910s
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: Processed model ChaiML/mn24b_v2preferwin2_qwen_bo16_idxs4_tune1 in 335.341s
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v4/nvidia
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v4/nvidia/special_tokens_map.json
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v4/nvidia/config.json
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v4/nvidia/tokenizer_config.json
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v4/nvidia/tokenizer.json
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v4/nvidia/flywheel_model.1.safetensors
chaiml-mn24b-v2preferwi-59629-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mn24b-v2preferwi-59629-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-mn24b-v2preferwi-59629-v4-mkmlizer completed after 448.06s with status: succeeded
Stopping job with name chaiml-mn24b-v2preferwi-59629-v4-mkmlizer
Pipeline stage MKMLizer completed in 448.58s
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-59629-v4
Waiting for inference service chaiml-mn24b-v2preferwi-59629-v4 to be ready
Inference service chaiml-mn24b-v2preferwi-59629-v4 ready after 60.91629195213318s
Pipeline stage MKMLDeployer completed in 61.40s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2279977798461914s
Received healthy response to inference request in 2.215278387069702s
Received healthy response to inference request in 1.6954691410064697s
Received healthy response to inference request in 1.6744866371154785s
Received healthy response to inference request in 1.7846643924713135s
5 requests
0 failed requests
5th percentile: 1.6786831378936768
10th percentile: 1.682879638671875
20th percentile: 1.6912726402282714
30th percentile: 1.7133081912994386
40th percentile: 1.748986291885376
50th percentile: 1.7846643924713135
60th percentile: 1.9569099903106688
70th percentile: 2.129155588150024
80th percentile: 2.217822265625
90th percentile: 2.222910022735596
95th percentile: 2.2254539012908934
99th percentile: 2.2274890041351316
mean time: 1.919579267501831
Pipeline stage StressChecker completed in 10.99s
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 0.65s
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 0.64s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59629_v4 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 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-mn24b-v2preferwi-59629-v4-profiler
Waiting for inference service chaiml-mn24b-v2preferwi-59629-v4-profiler to be ready
Inference service chaiml-mn24b-v2preferwi-59629-v4-profiler ready after 70.57235097885132s
Pipeline stage MKMLProfilerDeployer completed in 71.16s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-mn24b-v2prefef635f56149bf50247809546ab81ee2d3-deplot9qnz:/code/chaiverse_profiler_1758411208 --namespace tenant-chaiml-guanaco
kubectl --kubeconfig /code/guanaco/guanaco_services/resources/kchai_coreweave_us_east_04a.yaml exec -it chaiml-mn24b-v2prefef635f56149bf50247809546ab81ee2d3-deplot9qnz --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1758411208 && python profiles.py profile --best_of_n 8 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1758411208/summary.json'
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 4178.85s
Shutdown handler de-registered
chaiml-mn24b-v2preferwi_59629_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-mn24b-v2preferwi_59629_v4 status is now torndown due to DeploymentManager action