chaiml-0916-intent-suppo_6584

developer_uid: azuruce
submission_id: chaiml-0916-intent-suppo_6584_v4
model_name: chaiml-0916-intent-suppo_6584_v4
model_group: ChaiML/0916-intent-suppo
status: torndown
timestamp: 2024-09-20T16:55:42+00:00
num_battles: 11987
num_wins: 6259
celo_rating: 1263.41
family_friendly_score: 0.0
submission_type: basic
model_repo: ChaiML/0916-intent-support-albert
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.23260836689079797, 'latency_mean': 4.298971014022827, 'latency_p50': 3.673497438430786, 'latency_p90': 6.111764526367186}, {'batch_size': 3, 'throughput': 1.0943871286524083, 'latency_mean': 2.7317492401599885, 'latency_p50': 2.735414743423462, 'latency_p90': 3.012187457084656}, {'batch_size': 5, 'throughput': 1.2127622186475766, 'latency_mean': 4.106898608207703, 'latency_p50': 4.022399306297302, 'latency_p90': 4.537696957588196}, {'batch_size': 6, 'throughput': 1.273305250254546, 'latency_mean': 4.687371798753738, 'latency_p50': 4.657058000564575, 'latency_p90': 5.293796515464782}, {'batch_size': 8, 'throughput': 1.2630743184535111, 'latency_mean': 6.31057000041008, 'latency_p50': 6.323605418205261, 'latency_p90': 7.129456925392151}, {'batch_size': 10, 'throughput': 1.2306287467659132, 'latency_mean': 8.085679377317428, 'latency_p50': 8.068949460983276, 'latency_p90': 9.252700686454773}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-0916-intent-suppo_6584_v4
is_internal_developer: True
language_model: ChaiML/0916-intent-support-albert
model_size: 13B
ranking_group: single
throughput_3p7s: 0.27
us_pacific_date: 2024-09-20
win_ratio: 0.5221489947443063
generation_params: {'temperature': 1.0, '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': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
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Running pipeline stage MKMLizer
Starting job with name chaiml-0916-intent-suppo-6584-v4-mkmlizer
Waiting for job on chaiml-0916-intent-suppo-6584-v4-mkmlizer to finish
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chaiml-0916-intent-suppo-6584-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-0916-intent-suppo-6584-v4-mkmlizer: ║     _____            __           __                                ║
chaiml-0916-intent-suppo-6584-v4-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-0916-intent-suppo-6584-v4-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-0916-intent-suppo-6584-v4-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-0916-intent-suppo-6584-v4-mkmlizer: ║       /___/                                                         ║
chaiml-0916-intent-suppo-6584-v4-mkmlizer: ║                                                                     ║
chaiml-0916-intent-suppo-6584-v4-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-0916-intent-suppo-6584-v4-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-0916-intent-suppo-6584-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-0916-intent-suppo-6584-v4-mkmlizer: ║                                                                     ║
chaiml-0916-intent-suppo-6584-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-0916-intent-suppo-6584-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-0916-intent-suppo-6584-v4-mkmlizer: ║                                                                     ║
chaiml-0916-intent-suppo-6584-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-0916-intent-suppo-6584-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-0916-intent-suppo-6584-v4-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-0916-intent-suppo-6584-v4-mkmlizer: ║                                                                     ║
chaiml-0916-intent-suppo-6584-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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chaiml-0916-intent-suppo-6584-v4-mkmlizer: Downloaded to shared memory in 58.748s
chaiml-0916-intent-suppo-6584-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmppb8oqmcw, device:0
chaiml-0916-intent-suppo-6584-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-0916-intent-suppo-6584-v4-mkmlizer: quantized model in 40.781s
chaiml-0916-intent-suppo-6584-v4-mkmlizer: Processed model ChaiML/0916-intent-support-albert in 99.529s
chaiml-0916-intent-suppo-6584-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-0916-intent-suppo-6584-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-0916-intent-suppo-6584-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-0916-intent-suppo-6584-v4
chaiml-0916-intent-suppo-6584-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-0916-intent-suppo-6584-v4/config.json
chaiml-0916-intent-suppo-6584-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-0916-intent-suppo-6584-v4/special_tokens_map.json
chaiml-0916-intent-suppo-6584-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-0916-intent-suppo-6584-v4/tokenizer_config.json
chaiml-0916-intent-suppo-6584-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-0916-intent-suppo-6584-v4/tokenizer.json
chaiml-0916-intent-suppo-6584-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-0916-intent-suppo-6584-v4/flywheel_model.0.safetensors
chaiml-0916-intent-suppo-6584-v4-mkmlizer: 
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Job chaiml-0916-intent-suppo-6584-v4-mkmlizer completed after 125.61s with status: succeeded
Stopping job with name chaiml-0916-intent-suppo-6584-v4-mkmlizer
Pipeline stage MKMLizer completed in 126.61s
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Creating inference service chaiml-0916-intent-suppo-6584-v4
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Inference service chaiml-0916-intent-suppo-6584-v4 ready after 221.19876837730408s
Pipeline stage MKMLDeployer completed in 221.68s
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Received healthy response to inference request in 2.056039810180664s
Received healthy response to inference request in 1.9436805248260498s
Received healthy response to inference request in 2.1982104778289795s
Received healthy response to inference request in 1.6262469291687012s
Received healthy response to inference request in 3.0444045066833496s
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mean time: 2.1737164497375487
Pipeline stage StressChecker completed in 11.77s
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Inference service chaiml-0916-intent-suppo-6584-v4-profiler ready after 210.46460628509521s
Pipeline stage MKMLProfilerDeployer completed in 210.84s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-0916-intent-s6049ade41cefe33a223dd71dead8412a-deploccsst:/code/chaiverse_profiler_1726851964 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-0916-intent-s6049ade41cefe33a223dd71dead8412a-deploccsst --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726851964 && 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_1726851964/summary.json'
kubectl exec -it chaiml-0916-intent-s6049ade41cefe33a223dd71dead8412a-deploccsst --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726851964/summary.json'
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-0916-intent-s6049ade41cefe33a223dd71dead8412a-deploccsst:/code/chaiverse_profiler_1726852218 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-0916-intent-s6049ade41cefe33a223dd71dead8412a-deploccsst --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726852218 && 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_1726852218/summary.json'
kubectl exec -it chaiml-0916-intent-s6049ade41cefe33a223dd71dead8412a-deploccsst --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726852218/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1948.36s
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Running pipeline stage MKMLProfilerDeleter
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