developer_uid: azuruce
submission_id: chaiml-0918-null-sft-albert_v2
model_name: null-sft
model_group: ChaiML/0918-null-sft-alb
status: torndown
timestamp: 2024-09-18T17:23:54+00:00
num_battles: 10676
num_wins: 5068
celo_rating: 1228.12
family_friendly_score: 0.0
submission_type: basic
model_repo: ChaiML/0918-null-sft-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': 0.6361288551104818, 'latency_mean': 1.5719109761714936, 'latency_p50': 1.573539137840271, 'latency_p90': 1.7304803371429442}, {'batch_size': 3, 'throughput': 1.2517511364074512, 'latency_mean': 2.388271255493164, 'latency_p50': 2.380092978477478, 'latency_p90': 2.5818841218948365}, {'batch_size': 5, 'throughput': 1.543225500663159, 'latency_mean': 3.217950315475464, 'latency_p50': 3.2223966121673584, 'latency_p90': 3.586781883239746}, {'batch_size': 6, 'throughput': 1.6344024813684217, 'latency_mean': 3.6444664227962495, 'latency_p50': 3.6520010232925415, 'latency_p90': 4.072462844848633}, {'batch_size': 8, 'throughput': 1.7590209926644265, 'latency_mean': 4.515268398523331, 'latency_p50': 4.520082950592041, 'latency_p90': 5.031705260276794}, {'batch_size': 10, 'throughput': 1.7907469427517666, 'latency_mean': 5.528882817029953, 'latency_p50': 5.516875147819519, 'latency_p90': 6.328184270858764}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: null-sft
is_internal_developer: True
language_model: ChaiML/0918-null-sft-albert
model_size: 13B
ranking_group: single
throughput_3p7s: 1.66
us_pacific_date: 2024-09-18
win_ratio: 0.47470962907455977
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'], '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
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Running pipeline stage MKMLizer
Starting job with name chaiml-0918-null-sft-albert-v2-mkmlizer
Waiting for job on chaiml-0918-null-sft-albert-v2-mkmlizer to finish
chaiml-0918-null-sft-albert-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-0918-null-sft-albert-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-0918-null-sft-albert-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-0918-null-sft-albert-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-0918-null-sft-albert-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-0918-null-sft-albert-v2-mkmlizer: ║       /___/                                                         ║
chaiml-0918-null-sft-albert-v2-mkmlizer: ║                                                                     ║
chaiml-0918-null-sft-albert-v2-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-0918-null-sft-albert-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-0918-null-sft-albert-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-0918-null-sft-albert-v2-mkmlizer: ║                                                                     ║
chaiml-0918-null-sft-albert-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-0918-null-sft-albert-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-0918-null-sft-albert-v2-mkmlizer: ║                                                                     ║
chaiml-0918-null-sft-albert-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-0918-null-sft-albert-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-0918-null-sft-albert-v2-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-0918-null-sft-albert-v2-mkmlizer: ║                                                                     ║
chaiml-0918-null-sft-albert-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-0918-null-sft-albert-v2-mkmlizer: Downloaded to shared memory in 57.283s
chaiml-0918-null-sft-albert-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmprdqqvq2d, device:0
chaiml-0918-null-sft-albert-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-0918-null-sft-albert-v2-mkmlizer: quantized model in 42.372s
chaiml-0918-null-sft-albert-v2-mkmlizer: Processed model ChaiML/0918-null-sft-albert in 99.656s
chaiml-0918-null-sft-albert-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-0918-null-sft-albert-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-0918-null-sft-albert-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-0918-null-sft-albert-v2
chaiml-0918-null-sft-albert-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-0918-null-sft-albert-v2/tokenizer_config.json
chaiml-0918-null-sft-albert-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-0918-null-sft-albert-v2/tokenizer.json
chaiml-0918-null-sft-albert-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-0918-null-sft-albert-v2/flywheel_model.0.safetensors
chaiml-0918-null-sft-albert-v2-mkmlizer: 
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Job chaiml-0918-null-sft-albert-v2-mkmlizer completed after 154.6s with status: succeeded
Stopping job with name chaiml-0918-null-sft-albert-v2-mkmlizer
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Creating inference service chaiml-0918-null-sft-albert-v2
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Inference service chaiml-0918-null-sft-albert-v2 ready after 191.33360385894775s
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Received healthy response to inference request in 2.224173069000244s
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5th percentile: 1.041973066329956
10th percentile: 1.0799917221069335
20th percentile: 1.1560290336608887
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80th percentile: 2.153560924530029
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mean time: 1.5523548603057862
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-0918-null-sftd528fabdb7167e30e3965c40cda52754-deplol92nk:/code/chaiverse_profiler_1726680839 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-0918-null-sftd528fabdb7167e30e3965c40cda52754-deplol92nk --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726680839 && 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_1726680839/summary.json'
kubectl exec -it chaiml-0918-null-sftd528fabdb7167e30e3965c40cda52754-deplol92nk --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726680839/summary.json'
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