chaiml-albert-dpo-0912-v_5607

developer_uid: chai_backend_admin
submission_id: chaiml-albert-dpo-0912-v_5607_v1
model_name: virgo_edit_variety_random
model_group: ChaiML/albert_dpo_0912_v
status: torndown
timestamp: 2024-09-13T19:39:06+00:00
num_battles: 11289
num_wins: 5789
celo_rating: 1254.89
family_friendly_score: 0.0
submission_type: basic
model_repo: ChaiML/albert_dpo_0912_virgo_edit_variety_random
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6060108229213704, 'latency_mean': 1.6500753331184388, 'latency_p50': 1.6577926874160767, 'latency_p90': 1.8190032005310057}, {'batch_size': 3, 'throughput': 1.061253327649267, 'latency_mean': 2.8168992269039155, 'latency_p50': 2.8370977640151978, 'latency_p90': 3.06857373714447}, {'batch_size': 5, 'throughput': 1.2160675477315008, 'latency_mean': 4.09109667301178, 'latency_p50': 4.089922070503235, 'latency_p90': 4.634531760215759}, {'batch_size': 6, 'throughput': 1.2418883737532853, 'latency_mean': 4.812277507781983, 'latency_p50': 4.813434958457947, 'latency_p90': 5.37391402721405}, {'batch_size': 8, 'throughput': 1.2262985300335267, 'latency_mean': 6.481465903520584, 'latency_p50': 6.495221376419067, 'latency_p90': 7.335942244529724}, {'batch_size': 10, 'throughput': 1.1931900340390253, 'latency_mean': 8.323498827219009, 'latency_p50': 8.401122570037842, 'latency_p90': 9.465024781227111}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: virgo_edit_variety_random
is_internal_developer: True
language_model: ChaiML/albert_dpo_0912_virgo_edit_variety_random
model_size: 13B
ranking_group: single
throughput_3p7s: 1.19
us_pacific_date: 2024-09-13
win_ratio: 0.5128000708654442
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
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Running pipeline stage MKMLizer
Starting job with name chaiml-albert-dpo-0912-v-5607-v1-mkmlizer
Waiting for job on chaiml-albert-dpo-0912-v-5607-v1-mkmlizer to finish
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: ║       /___/                                                         ║
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-elo-alignment-run-3_v41: ('http://chaiml-elo-alignment-run-3-v41-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:43654->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: Downloaded to shared memory in 93.776s
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp1643vibd, device:0
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mixtral-8x7b_3473_v136: ('http://mistralai-mixtral-8x7b-3473-v136-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:37816->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: quantized model in 40.373s
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: Processed model ChaiML/albert_dpo_0912_virgo_edit_variety_random in 134.150s
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-5607-v1
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-5607-v1/config.json
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-5607-v1/special_tokens_map.json
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-5607-v1/tokenizer_config.json
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-5607-v1/tokenizer.json
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-5607-v1/flywheel_model.0.safetensors
chaiml-albert-dpo-0912-v-5607-v1-mkmlizer: 
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Job chaiml-albert-dpo-0912-v-5607-v1-mkmlizer completed after 159.02s with status: succeeded
Stopping job with name chaiml-albert-dpo-0912-v-5607-v1-mkmlizer
Pipeline stage MKMLizer completed in 159.74s
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Creating inference service chaiml-albert-dpo-0912-v-5607-v1
Waiting for inference service chaiml-albert-dpo-0912-v-5607-v1 to be ready
Failed to get response for submission function_sabet_2024-09-10: ('http://zonemercy-lexical-nemov8-5966-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:49224->127.0.0.1:8080: read: connection reset by peer\n')
Inference service chaiml-albert-dpo-0912-v-5607-v1 ready after 191.06460046768188s
Pipeline stage MKMLDeployer completed in 191.86s
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Received healthy response to inference request in 2.3249309062957764s
Received healthy response to inference request in 1.8558084964752197s
Received healthy response to inference request in 2.239210605621338s
Received healthy response to inference request in 1.6545772552490234s
Received healthy response to inference request in 2.661566972732544s
5 requests
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5th percentile: 1.6948235034942627
10th percentile: 1.735069751739502
20th percentile: 1.8155622482299805
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40th percentile: 2.0858497619628906
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70th percentile: 2.3077868461608886
80th percentile: 2.39225811958313
90th percentile: 2.526912546157837
95th percentile: 2.5942397594451903
99th percentile: 2.648101530075073
mean time: 2.14721884727478
Pipeline stage StressChecker completed in 11.98s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-albert-dpo-097715f434145430445240b921ec31cf85-deplohfdtl:/code/chaiverse_profiler_1726256955 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-albert-dpo-097715f434145430445240b921ec31cf85-deplohfdtl --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726256955 && 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_1726256955/summary.json'
kubectl exec -it chaiml-albert-dpo-097715f434145430445240b921ec31cf85-deplohfdtl --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726256955/summary.json'
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