submission_id: chaiml-albert-dpo-0912-v_8296_v3
developer_uid: chai_backend_admin
best_of: 16
celo_rating: 1252.14
display_name: dpo-ai-selected-16-512
family_friendly_score: 0.0
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}
generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '###', 'Bot:', 'User:', 'You:', '<|im_end|>'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}
gpu_counts: {'NVIDIA RTX A5000': 1}
is_internal_developer: True
language_model: ChaiML/albert_dpo_0912_virgo_edit_ai_selected
latencies: [{'batch_size': 1, 'throughput': 0.629650173787253, 'latency_mean': 1.588126196861267, 'latency_p50': 1.5808131694793701, 'latency_p90': 1.7412659406661988}, {'batch_size': 2, 'throughput': 0.8511974195545513, 'latency_mean': 2.3462184262275696, 'latency_p50': 2.3531265258789062, 'latency_p90': 2.6189200401306154}, {'batch_size': 3, 'throughput': 0.933961917777532, 'latency_mean': 3.206421080827713, 'latency_p50': 3.198436737060547, 'latency_p90': 3.5645790338516234}, {'batch_size': 4, 'throughput': 0.933301267835482, 'latency_mean': 4.274065288305283, 'latency_p50': 4.257059216499329, 'latency_p90': 4.878874063491821}, {'batch_size': 5, 'throughput': 0.8908083929893296, 'latency_mean': 5.602509803771973, 'latency_p50': 5.622680425643921, 'latency_p90': 6.285459899902344}]
max_input_tokens: 512
max_output_tokens: 64
model_architecture: MistralForCausalLM
model_group: ChaiML/albert_dpo_0912_v
model_name: dpo-ai-selected-16-512
model_num_parameters: 12772070400.0
model_repo: ChaiML/albert_dpo_0912_virgo_edit_ai_selected
model_size: 13B
num_battles: 10545
num_wins: 5361
ranking_group: single
status: torndown
submission_type: basic
throughput_3p7s: 0.94
timestamp: 2024-09-13T20:42:31+00:00
us_pacific_date: 2024-09-13
win_ratio: 0.5083926031294452
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-albert-dpo-0912-v-8296-v3-mkmlizer
Waiting for job on chaiml-albert-dpo-0912-v-8296-v3-mkmlizer to finish
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: ║     _____            __           __                                ║
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: ║       /___/                                                         ║
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: Downloaded to shared memory in 54.902s
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmplzlqtaup, device:0
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: quantized model in 41.981s
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: Processed model ChaiML/albert_dpo_0912_virgo_edit_ai_selected in 96.884s
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-8296-v3
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-8296-v3/config.json
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-8296-v3/special_tokens_map.json
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-8296-v3/tokenizer_config.json
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-8296-v3/tokenizer.json
chaiml-albert-dpo-0912-v-8296-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-8296-v3/flywheel_model.0.safetensors
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Job chaiml-albert-dpo-0912-v-8296-v3-mkmlizer completed after 117.48s with status: succeeded
Stopping job with name chaiml-albert-dpo-0912-v-8296-v3-mkmlizer
Pipeline stage MKMLizer completed in 118.62s
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Creating inference service chaiml-albert-dpo-0912-v-8296-v3
Waiting for inference service chaiml-albert-dpo-0912-v-8296-v3 to be ready
Inference service chaiml-albert-dpo-0912-v-8296-v3 ready after 191.94127678871155s
Pipeline stage MKMLDeployer completed in 192.92s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.5773751735687256s
Received healthy response to inference request in 2.2138442993164062s
Received healthy response to inference request in 2.0677175521850586s
Received healthy response to inference request in 2.2867307662963867s
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Received healthy response to inference request in 3.102597713470459s
5 requests
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5th percentile: 2.096942901611328
10th percentile: 2.1261682510375977
20th percentile: 2.1846189498901367
30th percentile: 2.2284215927124023
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50th percentile: 2.2867307662963867
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70th percentile: 2.5192462921142575
80th percentile: 2.682419681549072
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99th percentile: 3.0815888118743895
mean time: 2.4496531009674074
Pipeline stage StressChecker completed in 13.54s
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Inference service chaiml-albert-dpo-0912-v-8296-v3-profiler ready after 190.42307567596436s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-albert-dpo-09ee20ddd26b6a3a5dd7e3b194fba889fe-deplo9zh5l:/code/chaiverse_profiler_1726260714 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-albert-dpo-09ee20ddd26b6a3a5dd7e3b194fba889fe-deplo9zh5l --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726260714 && python profiles.py profile --best_of_n 16 --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 512 --output_tokens 64 --summary /code/chaiverse_profiler_1726260714/summary.json'
kubectl exec -it chaiml-albert-dpo-09ee20ddd26b6a3a5dd7e3b194fba889fe-deplo9zh5l --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726260714/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1210.72s
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