chaiml-0916-intent-suppo_6584

developer_uid: azuruce
submission_id: chaiml-0916-intent-suppo_6584_v1
model_name: romance
model_group: ChaiML/0916-intent-suppo
status: torndown
timestamp: 2024-09-17T17:57:17+00:00
num_battles: 10300
num_wins: 5125
celo_rating: 1247.26
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: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6332389963432518, 'latency_mean': 1.5791171169281006, 'latency_p50': 1.5889892578125, 'latency_p90': 1.7440675020217895}, {'batch_size': 3, 'throughput': 1.2548336126412243, 'latency_mean': 2.386106036901474, 'latency_p50': 2.3868939876556396, 'latency_p90': 2.614665985107422}, {'batch_size': 5, 'throughput': 1.5539562854578257, 'latency_mean': 3.201295312643051, 'latency_p50': 3.205402374267578, 'latency_p90': 3.6629770517349245}, {'batch_size': 6, 'throughput': 1.631427800148881, 'latency_mean': 3.6594870793819427, 'latency_p50': 3.6636762619018555, 'latency_p90': 4.038549947738647}, {'batch_size': 8, 'throughput': 1.7416696882590919, 'latency_mean': 4.57033395409584, 'latency_p50': 4.550684571266174, 'latency_p90': 5.105720424652099}, {'batch_size': 10, 'throughput': 1.7719555274609289, 'latency_mean': 5.607156853675843, 'latency_p50': 5.596646666526794, 'latency_p90': 6.255197548866271}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: romance
is_internal_developer: True
language_model: ChaiML/0916-intent-support-albert
model_size: 13B
ranking_group: single
throughput_3p7s: 1.65
us_pacific_date: 2024-09-17
win_ratio: 0.4975728155339806
generation_params: {'temperature': 0.9, 'top_p': 0.9, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.5, 'frequency_penalty': 0.5, 'stopping_words': ['\n', '</s>'], 'max_input_tokens': 1024, 'best_of': 4, '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
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Running pipeline stage MKMLizer
Starting job with name chaiml-0916-intent-suppo-6584-v1-mkmlizer
Waiting for job on chaiml-0916-intent-suppo-6584-v1-mkmlizer to finish
chaiml-0916-intent-suppo-6584-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-0916-intent-suppo-6584-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-0916-intent-suppo-6584-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-0916-intent-suppo-6584-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-0916-intent-suppo-6584-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-0916-intent-suppo-6584-v1-mkmlizer: ║       /___/                                                         ║
chaiml-0916-intent-suppo-6584-v1-mkmlizer: ║                                                                     ║
chaiml-0916-intent-suppo-6584-v1-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-0916-intent-suppo-6584-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-0916-intent-suppo-6584-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-0916-intent-suppo-6584-v1-mkmlizer: ║                                                                     ║
chaiml-0916-intent-suppo-6584-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-0916-intent-suppo-6584-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-0916-intent-suppo-6584-v1-mkmlizer: ║                                                                     ║
chaiml-0916-intent-suppo-6584-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-0916-intent-suppo-6584-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-0916-intent-suppo-6584-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-0916-intent-suppo-6584-v1-mkmlizer: ║                                                                     ║
chaiml-0916-intent-suppo-6584-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
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chaiml-0916-intent-suppo-6584-v1-mkmlizer: Downloaded to shared memory in 92.212s
chaiml-0916-intent-suppo-6584-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp21p744go, device:0
chaiml-0916-intent-suppo-6584-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-0916-intent-suppo-6584-v1-mkmlizer: quantized model in 41.586s
chaiml-0916-intent-suppo-6584-v1-mkmlizer: Processed model ChaiML/0916-intent-support-albert in 133.798s
chaiml-0916-intent-suppo-6584-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-0916-intent-suppo-6584-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-0916-intent-suppo-6584-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-0916-intent-suppo-6584-v1
chaiml-0916-intent-suppo-6584-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-0916-intent-suppo-6584-v1/config.json
chaiml-0916-intent-suppo-6584-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-0916-intent-suppo-6584-v1/special_tokens_map.json
chaiml-0916-intent-suppo-6584-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-0916-intent-suppo-6584-v1/tokenizer_config.json
chaiml-0916-intent-suppo-6584-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-0916-intent-suppo-6584-v1/tokenizer.json
chaiml-0916-intent-suppo-6584-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-0916-intent-suppo-6584-v1/flywheel_model.0.safetensors
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Job chaiml-0916-intent-suppo-6584-v1-mkmlizer completed after 165.0s with status: succeeded
Stopping job with name chaiml-0916-intent-suppo-6584-v1-mkmlizer
Pipeline stage MKMLizer completed in 165.82s
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Creating inference service chaiml-0916-intent-suppo-6584-v1
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Inference service chaiml-0916-intent-suppo-6584-v1 ready after 180.4300992488861s
Pipeline stage MKMLDeployer completed in 180.77s
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Received healthy response to inference request in 2.1198251247406006s
Received healthy response to inference request in 1.5369279384613037s
Received healthy response to inference request in 2.0233192443847656s
Received healthy response to inference request in 1.6522393226623535s
Received healthy response to inference request in 1.9667918682098389s
5 requests
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5th percentile: 1.5599902153015137
10th percentile: 1.5830524921417237
20th percentile: 1.6291770458221435
30th percentile: 1.7151498317718505
40th percentile: 1.8409708499908448
50th percentile: 1.9667918682098389
60th percentile: 1.9894028186798096
70th percentile: 2.0120137691497804
80th percentile: 2.0426204204559326
90th percentile: 2.0812227725982666
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mean time: 1.8598206996917725
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-0916-intent-s7ff682bd50931eafb0ff77a166b7cac2-deplokcrp9:/code/chaiverse_profiler_1726596450 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-0916-intent-s7ff682bd50931eafb0ff77a166b7cac2-deplokcrp9 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726596450 && python profiles.py profile --best_of_n 4 --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_1726596450/summary.json'
kubectl exec -it chaiml-0916-intent-s7ff682bd50931eafb0ff77a166b7cac2-deplokcrp9 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726596450/summary.json'
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