developer_uid: azuruce
submission_id: chaiml-albert-dpo-0912-v_8296_v5
model_name: dpo-ai-selected
model_group: ChaiML/albert_dpo_0912_v
status: torndown
timestamp: 2024-09-15T05:22:23+00:00
num_battles: 13019
num_wins: 6498
celo_rating: 1246.15
family_friendly_score: 0.0
submission_type: basic
model_repo: ChaiML/albert_dpo_0912_virgo_edit_ai_selected
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6183612242671619, 'latency_mean': 1.6171137630939483, 'latency_p50': 1.6158347129821777, 'latency_p90': 1.7825315237045287}, {'batch_size': 3, 'throughput': 1.0772277536937258, 'latency_mean': 2.7717371475696564, 'latency_p50': 2.761368989944458, 'latency_p90': 3.066292238235474}, {'batch_size': 5, 'throughput': 1.2282287632763986, 'latency_mean': 4.04689271569252, 'latency_p50': 4.047646880149841, 'latency_p90': 4.513191604614257}, {'batch_size': 6, 'throughput': 1.2492949750390028, 'latency_mean': 4.777902512550354, 'latency_p50': 4.773119807243347, 'latency_p90': 5.443875670433044}, {'batch_size': 8, 'throughput': 1.2278136537668942, 'latency_mean': 6.474300911426544, 'latency_p50': 6.505697846412659, 'latency_p90': 7.366948413848877}, {'batch_size': 10, 'throughput': 1.1995865324350552, 'latency_mean': 8.274209036827088, 'latency_p50': 8.323027729988098, 'latency_p90': 9.316802883148194}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: dpo-ai-selected
is_internal_developer: True
language_model: ChaiML/albert_dpo_0912_virgo_edit_ai_selected
model_size: 13B
ranking_group: single
throughput_3p7s: 1.2
us_pacific_date: 2024-09-14
win_ratio: 0.4991166756279284
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': 1024, 'best_of': 8, '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-albert-dpo-0912-v-8296-v5-mkmlizer
Waiting for job on chaiml-albert-dpo-0912-v-8296-v5-mkmlizer to finish
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: ║     _____            __           __                                ║
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: ║       /___/                                                         ║
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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', '')
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chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: Downloaded to shared memory in 75.239s
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpzdfcmy5n, device:0
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: quantized model in 41.397s
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: Processed model ChaiML/albert_dpo_0912_virgo_edit_ai_selected in 116.636s
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-8296-v5
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-8296-v5/config.json
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-8296-v5/special_tokens_map.json
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-8296-v5/tokenizer_config.json
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-8296-v5/tokenizer.json
chaiml-albert-dpo-0912-v-8296-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-8296-v5/flywheel_model.0.safetensors
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Job chaiml-albert-dpo-0912-v-8296-v5-mkmlizer completed after 146.0s with status: succeeded
Stopping job with name chaiml-albert-dpo-0912-v-8296-v5-mkmlizer
Pipeline stage MKMLizer completed in 146.87s
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Creating inference service chaiml-albert-dpo-0912-v-8296-v5
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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-albert-dpo-0912-v-8296-v5 ready after 171.64467406272888s
Pipeline stage MKMLDeployer completed in 172.02s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.731696367263794s
Received healthy response to inference request in 1.742537021636963s
Received healthy response to inference request in 2.182811975479126s
Received healthy response to inference request in 2.1854827404022217s
Received healthy response to inference request in 1.714313268661499s
5 requests
0 failed requests
5th percentile: 1.7199580192565918
10th percentile: 1.7256027698516845
20th percentile: 1.7368922710418702
30th percentile: 1.8305920124053956
40th percentile: 2.0067019939422606
50th percentile: 2.182811975479126
60th percentile: 2.1838802814483644
70th percentile: 2.1849485874176025
80th percentile: 2.2947254657745364
90th percentile: 2.513210916519165
95th percentile: 2.6224536418914792
99th percentile: 2.709847822189331
mean time: 2.111368274688721
Pipeline stage StressChecker completed in 11.48s
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Inference service chaiml-albert-dpo-0912-v-8296-v5-profiler ready after 170.40459990501404s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-albert-dpo-09ad5d3153068730bd19abc57b27f470bd-deploql8rl:/code/chaiverse_profiler_1726378297 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-albert-dpo-09ad5d3153068730bd19abc57b27f470bd-deploql8rl --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726378297 && python profiles.py profile --best_of_n 8 --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_1726378297/summary.json'
kubectl exec -it chaiml-albert-dpo-09ad5d3153068730bd19abc57b27f470bd-deploql8rl --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726378297/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1169.25s
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