chaiml-0917-intent-confl_2002

developer_uid: azuruce
submission_id: chaiml-0917-intent-confl_2002_v1
model_name: romance
model_group: ChaiML/0917-intent-confl
status: torndown
timestamp: 2024-09-17T17:54:43+00:00
num_battles: 10566
num_wins: 5145
celo_rating: 1240.2
family_friendly_score: 0.0
submission_type: basic
model_repo: ChaiML/0917-intent-conflict-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': 0.6219624032026613, 'latency_mean': 1.6077064728736878, 'latency_p50': 1.6149145364761353, 'latency_p90': 1.7706555366516112}, {'batch_size': 3, 'throughput': 1.2151328942309871, 'latency_mean': 2.4575434923171997, 'latency_p50': 2.483466625213623, 'latency_p90': 2.6897867202758787}, {'batch_size': 5, 'throughput': 1.5070788938699673, 'latency_mean': 3.3069795823097228, 'latency_p50': 3.298810839653015, 'latency_p90': 3.7672439336776735}, {'batch_size': 6, 'throughput': 1.5682269235317945, 'latency_mean': 3.8031116104125977, 'latency_p50': 3.8078696727752686, 'latency_p90': 4.278950119018555}, {'batch_size': 8, 'throughput': 1.6863235566986023, 'latency_mean': 4.7186650002002715, 'latency_p50': 4.766573548316956, 'latency_p90': 5.342568421363831}, {'batch_size': 10, 'throughput': 1.7239099078710305, 'latency_mean': 5.752833787202835, 'latency_p50': 5.745281100273132, 'latency_p90': 6.476989722251892}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: romance
is_internal_developer: True
language_model: ChaiML/0917-intent-conflict-albert
model_size: 13B
ranking_group: single
throughput_3p7s: 1.57
us_pacific_date: 2024-09-17
win_ratio: 0.48693923906871095
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': '{prompt}\n<START>\n', '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-0917-intent-confl-2002-v1-mkmlizer
Waiting for job on chaiml-0917-intent-confl-2002-v1-mkmlizer to finish
chaiml-0917-intent-confl-2002-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-0917-intent-confl-2002-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-0917-intent-confl-2002-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-0917-intent-confl-2002-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-0917-intent-confl-2002-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-0917-intent-confl-2002-v1-mkmlizer: ║       /___/                                                         ║
chaiml-0917-intent-confl-2002-v1-mkmlizer: ║                                                                     ║
chaiml-0917-intent-confl-2002-v1-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-0917-intent-confl-2002-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-0917-intent-confl-2002-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-0917-intent-confl-2002-v1-mkmlizer: ║                                                                     ║
chaiml-0917-intent-confl-2002-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-0917-intent-confl-2002-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-0917-intent-confl-2002-v1-mkmlizer: ║                                                                     ║
chaiml-0917-intent-confl-2002-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-0917-intent-confl-2002-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-0917-intent-confl-2002-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-0917-intent-confl-2002-v1-mkmlizer: ║                                                                     ║
chaiml-0917-intent-confl-2002-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-0917-intent-confl-2002-v1-mkmlizer: Downloaded to shared memory in 99.507s
chaiml-0917-intent-confl-2002-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpt6_ktnn6, device:0
chaiml-0917-intent-confl-2002-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-0917-intent-confl-2002-v1-mkmlizer: quantized model in 40.872s
chaiml-0917-intent-confl-2002-v1-mkmlizer: Processed model ChaiML/0917-intent-conflict-albert in 140.379s
chaiml-0917-intent-confl-2002-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-0917-intent-confl-2002-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-0917-intent-confl-2002-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-0917-intent-confl-2002-v1
chaiml-0917-intent-confl-2002-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-0917-intent-confl-2002-v1/config.json
chaiml-0917-intent-confl-2002-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-0917-intent-confl-2002-v1/special_tokens_map.json
chaiml-0917-intent-confl-2002-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-0917-intent-confl-2002-v1/tokenizer_config.json
chaiml-0917-intent-confl-2002-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-0917-intent-confl-2002-v1/tokenizer.json
chaiml-0917-intent-confl-2002-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-0917-intent-confl-2002-v1/flywheel_model.0.safetensors
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Job chaiml-0917-intent-confl-2002-v1-mkmlizer completed after 176.7s with status: succeeded
Stopping job with name chaiml-0917-intent-confl-2002-v1-mkmlizer
Pipeline stage MKMLizer completed in 178.15s
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Creating inference service chaiml-0917-intent-confl-2002-v1
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Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service chaiml-0917-intent-confl-2002-v1 ready after 191.00081872940063s
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Received healthy response to inference request in 2.782747507095337s
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Received healthy response to inference request in 2.8566172122955322s
Received healthy response to inference request in 2.248166561126709s
5 requests
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5th percentile: 2.1397860527038572
10th percentile: 2.1668811798095704
20th percentile: 2.2210714340209963
30th percentile: 2.3550827503204346
40th percentile: 2.5689151287078857
50th percentile: 2.782747507095337
60th percentile: 2.812295389175415
70th percentile: 2.841843271255493
80th percentile: 2.9039851665496825
90th percentile: 2.9987210750579836
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-0917-intent-c78a2eca2a63419713872d4a047806ace-deplodsbjw:/code/chaiverse_profiler_1726596297 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-0917-intent-c78a2eca2a63419713872d4a047806ace-deplodsbjw --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726596297 && 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_1726596297/summary.json'
kubectl exec -it chaiml-0917-intent-c78a2eca2a63419713872d4a047806ace-deplodsbjw --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726596297/summary.json'
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