chaiml-albert-dpo-0912-v_5607

submission_id: chaiml-albert-dpo-0912-v_5607_v1
developer_uid: chai_backend_admin
best_of: 8
celo_rating: 1254.89
display_name: virgo_edit_variety_random
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': 1024, 'best_of': 8, 'max_output_tokens': 64}
gpu_counts: {'NVIDIA RTX A5000': 1}
is_internal_developer: True
language_model: ChaiML/albert_dpo_0912_virgo_edit_variety_random
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}]
max_input_tokens: 1024
max_output_tokens: 64
model_architecture: MistralForCausalLM
model_group: ChaiML/albert_dpo_0912_v
model_name: virgo_edit_variety_random
model_num_parameters: 12772070400.0
model_repo: ChaiML/albert_dpo_0912_virgo_edit_variety_random
model_size: 13B
num_battles: 11289
num_wins: 5789
ranking_group: single
status: torndown
submission_type: basic
throughput_3p7s: 1.19
timestamp: 2024-09-13T19:39:06+00:00
us_pacific_date: 2024-09-13
win_ratio: 0.5128000708654442
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-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
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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
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Received healthy response to inference request in 2.3249309062957764s
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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
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70th percentile: 2.3077868461608886
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90th percentile: 2.526912546157837
95th percentile: 2.5942397594451903
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mean time: 2.14721884727478
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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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