chaiml-0916-intent-roman_3299

developer_uid: azuruce
submission_id: chaiml-0916-intent-roman_3299_v3
model_name: romance
model_group: ChaiML/0916-intent-roman
status: torndown
timestamp: 2024-09-17T17:57:49+00:00
num_battles: 12612
num_wins: 6131
celo_rating: 1239.71
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': 0.6353588242949673, 'latency_mean': 1.5738160455226897, 'latency_p50': 1.5611079931259155, 'latency_p90': 1.7380487680435182}, {'batch_size': 3, 'throughput': 1.241318299256572, 'latency_mean': 2.4079765021800994, 'latency_p50': 2.4096635580062866, 'latency_p90': 2.6168843269348145}, {'batch_size': 5, 'throughput': 1.5324446685079418, 'latency_mean': 3.2415895926952363, 'latency_p50': 3.253132462501526, 'latency_p90': 3.623939251899719}, {'batch_size': 6, 'throughput': 1.6243754029250186, 'latency_mean': 3.6618787693977355, 'latency_p50': 3.681219220161438, 'latency_p90': 4.1991078615188595}, {'batch_size': 8, 'throughput': 1.7405109683095075, 'latency_mean': 4.5658271741867065, 'latency_p50': 4.592626094818115, 'latency_p90': 5.248810958862305}, {'batch_size': 10, 'throughput': 1.7865724992829044, 'latency_mean': 5.554704446792602, 'latency_p50': 5.525397777557373, 'latency_p90': 6.265618562698364}]
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: 1.64
us_pacific_date: 2024-09-17
win_ratio: 0.4861243260386933
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
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-0916-intent-roman-3299-v3-mkmlizer
Waiting for job on chaiml-0916-intent-roman-3299-v3-mkmlizer to finish
chaiml-0916-intent-roman-3299-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-0916-intent-roman-3299-v3-mkmlizer: ║     _____            __           __                                ║
chaiml-0916-intent-roman-3299-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-0916-intent-roman-3299-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-0916-intent-roman-3299-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-0916-intent-roman-3299-v3-mkmlizer: ║       /___/                                                         ║
chaiml-0916-intent-roman-3299-v3-mkmlizer: ║                                                                     ║
chaiml-0916-intent-roman-3299-v3-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-0916-intent-roman-3299-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-0916-intent-roman-3299-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-0916-intent-roman-3299-v3-mkmlizer: ║                                                                     ║
chaiml-0916-intent-roman-3299-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-0916-intent-roman-3299-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-0916-intent-roman-3299-v3-mkmlizer: ║                                                                     ║
chaiml-0916-intent-roman-3299-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-0916-intent-roman-3299-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-0916-intent-roman-3299-v3-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-0916-intent-roman-3299-v3-mkmlizer: ║                                                                     ║
chaiml-0916-intent-roman-3299-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-0916-intent-roman-3299-v3-mkmlizer: Downloaded to shared memory in 59.492s
chaiml-0916-intent-roman-3299-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpof_ai3m1, device:0
chaiml-0916-intent-roman-3299-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-0916-intent-roman-3299-v3-mkmlizer: quantized model in 42.015s
chaiml-0916-intent-roman-3299-v3-mkmlizer: Processed model ChaiML/0916-intent-romance-albert in 101.507s
chaiml-0916-intent-roman-3299-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-0916-intent-roman-3299-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-0916-intent-roman-3299-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-0916-intent-roman-3299-v3
chaiml-0916-intent-roman-3299-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-0916-intent-roman-3299-v3/config.json
chaiml-0916-intent-roman-3299-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-0916-intent-roman-3299-v3/special_tokens_map.json
chaiml-0916-intent-roman-3299-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-0916-intent-roman-3299-v3/tokenizer_config.json
chaiml-0916-intent-roman-3299-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-0916-intent-roman-3299-v3/flywheel_model.0.safetensors
chaiml-0916-intent-roman-3299-v3-mkmlizer: 
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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', '')
Job chaiml-0916-intent-roman-3299-v3-mkmlizer completed after 136.63s with status: succeeded
Stopping job with name chaiml-0916-intent-roman-3299-v3-mkmlizer
Pipeline stage MKMLizer completed in 138.12s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.23s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-0916-intent-roman-3299-v3
Waiting for inference service chaiml-0916-intent-roman-3299-v3 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', '')
Connection pool is full, discarding connection: %s. Connection pool size: %s
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Inference service chaiml-0916-intent-roman-3299-v3 ready after 181.02378749847412s
Pipeline stage MKMLDeployer completed in 181.97s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.1288228034973145s
Received healthy response to inference request in 2.4551286697387695s
Received healthy response to inference request in 3.303569793701172s
Received healthy response to inference request in 2.069714069366455s
Received healthy response to inference request in 2.26718807220459s
5 requests
0 failed requests
5th percentile: 2.081535816192627
10th percentile: 2.093357563018799
20th percentile: 2.1170010566711426
30th percentile: 2.1564958572387694
40th percentile: 2.2118419647216796
50th percentile: 2.26718807220459
60th percentile: 2.3423643112182617
70th percentile: 2.4175405502319336
80th percentile: 2.62481689453125
90th percentile: 2.964193344116211
95th percentile: 3.1338815689086914
99th percentile: 3.2696321487426756
mean time: 2.44488468170166
Pipeline stage StressChecker completed in 13.53s
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Inference service chaiml-0916-intent-roman-3299-v3-profiler ready after 170.45019364356995s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-0916-intent-rf040c2b75116d9e9a291aabab02f45ef-deplodj6tb:/code/chaiverse_profiler_1726596427 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-0916-intent-rf040c2b75116d9e9a291aabab02f45ef-deplodj6tb --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726596427 && 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_1726596427/summary.json'
kubectl exec -it chaiml-0916-intent-rf040c2b75116d9e9a291aabab02f45ef-deplodj6tb --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726596427/summary.json'
Pipeline stage MKMLProfilerRunner completed in 963.76s
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