chaiml-0916-intent-roman_3299

developer_uid: azuruce
submission_id: chaiml-0916-intent-roman_3299_v2
model_name: romance
model_group: ChaiML/0916-intent-roman
status: torndown
timestamp: 2024-09-17T17:54:01+00:00
num_battles: 10581
num_wins: 5143
celo_rating: 1239.66
family_friendly_score: 0.0
submission_type: basic
model_repo: ChaiML/0916-intent-romance-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': 0.640950215344733, 'latency_mean': 1.5601247608661652, 'latency_p50': 1.5602247714996338, 'latency_p90': 1.712817907333374}, {'batch_size': 3, 'throughput': 1.2654243986003344, 'latency_mean': 2.3628329575061797, 'latency_p50': 2.344387412071228, 'latency_p90': 2.640885353088379}, {'batch_size': 5, 'throughput': 1.56183098287701, 'latency_mean': 3.1851140832901, 'latency_p50': 3.2024062871932983, 'latency_p90': 3.6221590995788575}, {'batch_size': 6, 'throughput': 1.655705877629861, 'latency_mean': 3.5988452875614168, 'latency_p50': 3.601527452468872, 'latency_p90': 4.06969690322876}, {'batch_size': 8, 'throughput': 1.7666258852345986, 'latency_mean': 4.499168447256088, 'latency_p50': 4.511038661003113, 'latency_p90': 5.014324140548706}, {'batch_size': 10, 'throughput': 1.8151459279124849, 'latency_mean': 5.476346817016601, 'latency_p50': 5.499564051628113, 'latency_p90': 6.22200345993042}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: romance
is_internal_developer: True
language_model: ChaiML/0916-intent-romance-albert
model_size: 13B
ranking_group: single
throughput_3p7s: 1.68
us_pacific_date: 2024-09-17
win_ratio: 0.48605991872223797
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
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Running pipeline stage MKMLizer
Starting job with name chaiml-0916-intent-roman-3299-v2-mkmlizer
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chaiml-0916-intent-roman-3299-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-0916-intent-roman-3299-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-0916-intent-roman-3299-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-0916-intent-roman-3299-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-0916-intent-roman-3299-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-0916-intent-roman-3299-v2-mkmlizer: ║       /___/                                                         ║
chaiml-0916-intent-roman-3299-v2-mkmlizer: ║                                                                     ║
chaiml-0916-intent-roman-3299-v2-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-0916-intent-roman-3299-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-0916-intent-roman-3299-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-0916-intent-roman-3299-v2-mkmlizer: ║                                                                     ║
chaiml-0916-intent-roman-3299-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-0916-intent-roman-3299-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-0916-intent-roman-3299-v2-mkmlizer: ║                                                                     ║
chaiml-0916-intent-roman-3299-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-0916-intent-roman-3299-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-0916-intent-roman-3299-v2-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-0916-intent-roman-3299-v2-mkmlizer: ║                                                                     ║
chaiml-0916-intent-roman-3299-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-0916-intent-roman-3299-v2-mkmlizer: Downloaded to shared memory in 55.782s
chaiml-0916-intent-roman-3299-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp7bt7zhii, device:0
chaiml-0916-intent-roman-3299-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-0916-intent-roman-3299-v2-mkmlizer: quantized model in 41.042s
chaiml-0916-intent-roman-3299-v2-mkmlizer: Processed model ChaiML/0916-intent-romance-albert in 96.824s
chaiml-0916-intent-roman-3299-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-0916-intent-roman-3299-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-0916-intent-roman-3299-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-0916-intent-roman-3299-v2
chaiml-0916-intent-roman-3299-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-0916-intent-roman-3299-v2/config.json
chaiml-0916-intent-roman-3299-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-0916-intent-roman-3299-v2/special_tokens_map.json
chaiml-0916-intent-roman-3299-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-0916-intent-roman-3299-v2/tokenizer_config.json
chaiml-0916-intent-roman-3299-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-0916-intent-roman-3299-v2/tokenizer.json
chaiml-0916-intent-roman-3299-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-0916-intent-roman-3299-v2/flywheel_model.0.safetensors
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Job chaiml-0916-intent-roman-3299-v2-mkmlizer completed after 124.95s with status: succeeded
Stopping job with name chaiml-0916-intent-roman-3299-v2-mkmlizer
Pipeline stage MKMLizer completed in 125.72s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-0916-intent-roman-3299-v2
Waiting for inference service chaiml-0916-intent-roman-3299-v2 to be ready
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', '')
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', '')
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-0916-intent-roman-3299-v2 ready after 181.54572772979736s
Pipeline stage MKMLDeployer completed in 182.26s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.741302967071533s
Received healthy response to inference request in 1.9245035648345947s
Received healthy response to inference request in 2.786815643310547s
Received healthy response to inference request in 1.8900465965270996s
Received healthy response to inference request in 1.7693233489990234s
5 requests
0 failed requests
5th percentile: 1.7934679985046387
10th percentile: 1.817612648010254
20th percentile: 1.8659019470214844
30th percentile: 1.8969379901885985
40th percentile: 1.9107207775115966
50th percentile: 1.9245035648345947
60th percentile: 2.25122332572937
70th percentile: 2.5779430866241455
80th percentile: 2.750405502319336
90th percentile: 2.7686105728149415
95th percentile: 2.777713108062744
99th percentile: 2.7849951362609864
mean time: 2.2223984241485595
Pipeline stage StressChecker completed in 11.82s
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Inference service chaiml-0916-intent-roman-3299-v2-profiler ready after 190.4333257675171s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-0916-intent-ra761f0c6b7f5b8cb7a3cfc030afea697-deplosc9db:/code/chaiverse_profiler_1726596214 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-0916-intent-ra761f0c6b7f5b8cb7a3cfc030afea697-deplosc9db --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726596214 && 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_1726596214/summary.json'
kubectl exec -it chaiml-0916-intent-ra761f0c6b7f5b8cb7a3cfc030afea697-deplosc9db --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726596214/summary.json'
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admin requested tearing down of chaiml-0917-bot-dominant_6324_v2
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admin requested tearing down of blend_lehof_2024-09-13
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admin requested tearing down of chaiml-0917-bot-dominant_6324_v3
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Tearing down inference service chaiml-0916-intent-roman-3299-v1
admin requested tearing down of blend_nefuf_2024-09-18
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Tearing down inference service chaiml-0916-intent-roman-3299-v3
Cleaning model data from S3
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Tearing down inference service chaiml-0916-intent-roman-3299-v2
admin requested tearing down of chaiml-0917-bot-dominant_6324_v4
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Service chaiml-0916-intent-roman-3299-v1 has been torndown
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admin requested tearing down of blend_nihos_2024-09-13
Running pipeline stage MKMLModelDeleter
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chaiml-0916-intent-roman_3299_v2 status is now torndown due to DeploymentManager action