chaiml-0918-retort-albert

developer_uid: azuruce
submission_id: chaiml-0918-retort-albert_v2
model_name: 0918-retort-albert
model_group: ChaiML/0918_retort_alber
status: torndown
timestamp: 2024-09-18T17:23:43+00:00
num_battles: 10665
num_wins: 5329
celo_rating: 1244.6
family_friendly_score: 0.0
submission_type: basic
model_repo: ChaiML/0918_retort_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': 0.6325150936094528, 'latency_mean': 1.5808933615684508, 'latency_p50': 1.5764211416244507, 'latency_p90': 1.7559893369674682}, {'batch_size': 3, 'throughput': 1.2610247011768088, 'latency_mean': 2.3674730825424195, 'latency_p50': 2.3656551837921143, 'latency_p90': 2.618193030357361}, {'batch_size': 5, 'throughput': 1.563324198072767, 'latency_mean': 3.1757655918598173, 'latency_p50': 3.1976864337921143, 'latency_p90': 3.543056535720825}, {'batch_size': 6, 'throughput': 1.65431360510266, 'latency_mean': 3.601151829957962, 'latency_p50': 3.6342536211013794, 'latency_p90': 3.9995186805725096}, {'batch_size': 8, 'throughput': 1.7682485075524446, 'latency_mean': 4.486164541244507, 'latency_p50': 4.527125954627991, 'latency_p90': 5.0363000392913815}, {'batch_size': 10, 'throughput': 1.828337203156761, 'latency_mean': 5.435543621778488, 'latency_p50': 5.421404719352722, 'latency_p90': 6.175223684310913}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: 0918-retort-albert
is_internal_developer: True
language_model: ChaiML/0918_retort_albert
model_size: 13B
ranking_group: single
throughput_3p7s: 1.68
us_pacific_date: 2024-09-18
win_ratio: 0.4996718237224566
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', '</s>'], '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
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-0918-retort-albert-v2-mkmlizer
Waiting for job on chaiml-0918-retort-albert-v2-mkmlizer to finish
chaiml-0918-retort-albert-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-0918-retort-albert-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-0918-retort-albert-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-0918-retort-albert-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-0918-retort-albert-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-0918-retort-albert-v2-mkmlizer: ║       /___/                                                         ║
chaiml-0918-retort-albert-v2-mkmlizer: ║                                                                     ║
chaiml-0918-retort-albert-v2-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-0918-retort-albert-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-0918-retort-albert-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-0918-retort-albert-v2-mkmlizer: ║                                                                     ║
chaiml-0918-retort-albert-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-0918-retort-albert-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-0918-retort-albert-v2-mkmlizer: ║                                                                     ║
chaiml-0918-retort-albert-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-0918-retort-albert-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-0918-retort-albert-v2-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-0918-retort-albert-v2-mkmlizer: ║                                                                     ║
chaiml-0918-retort-albert-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-0918-retort-albert-v2-mkmlizer: Downloaded to shared memory in 72.894s
chaiml-0918-retort-albert-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpznb4pefc, device:0
chaiml-0918-retort-albert-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-0918-retort-albert-v2-mkmlizer: quantized model in 42.381s
chaiml-0918-retort-albert-v2-mkmlizer: Processed model ChaiML/0918_retort_albert in 115.275s
chaiml-0918-retort-albert-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-0918-retort-albert-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-0918-retort-albert-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-0918-retort-albert-v2
chaiml-0918-retort-albert-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-0918-retort-albert-v2/config.json
chaiml-0918-retort-albert-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-0918-retort-albert-v2/special_tokens_map.json
chaiml-0918-retort-albert-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-0918-retort-albert-v2/tokenizer_config.json
chaiml-0918-retort-albert-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-0918-retort-albert-v2/tokenizer.json
chaiml-0918-retort-albert-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-0918-retort-albert-v2/flywheel_model.0.safetensors
chaiml-0918-retort-albert-v2-mkmlizer: 
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Job chaiml-0918-retort-albert-v2-mkmlizer completed after 165.52s with status: succeeded
Stopping job with name chaiml-0918-retort-albert-v2-mkmlizer
Pipeline stage MKMLizer completed in 167.21s
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Creating inference service chaiml-0918-retort-albert-v2
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Inference service chaiml-0918-retort-albert-v2 ready after 190.85194182395935s
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Received healthy response to inference request in 2.2943732738494873s
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Received healthy response to inference request in 1.657644510269165s
Received healthy response to inference request in 1.8986103534698486s
Received healthy response to inference request in 3.24281907081604s
5 requests
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5th percentile: 1.703898048400879
10th percentile: 1.7501515865325927
20th percentile: 1.8426586627960204
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-0918-retort-a3e4e1c24090a0d22cfb79a07aa0f0411-deplomvsrm:/code/chaiverse_profiler_1726680838 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-0918-retort-a3e4e1c24090a0d22cfb79a07aa0f0411-deplomvsrm --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726680838 && 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_1726680838/summary.json'
kubectl exec -it chaiml-0918-retort-a3e4e1c24090a0d22cfb79a07aa0f0411-deplomvsrm --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726680838/summary.json'
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nousresearch-meta-llama-4939-v63-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
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