chaiml-0919-quad20-albert

developer_uid: azuruce
submission_id: chaiml-0919-quad20-albert_v2
model_name: quad20
model_group: ChaiML/0919-quad20-alber
status: torndown
timestamp: 2024-09-19T16:29:54+00:00
num_battles: 14876
num_wins: 7197
celo_rating: 1240.71
family_friendly_score: 0.0
submission_type: basic
model_repo: ChaiML/0919-quad20-albert
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6122920958153284, 'latency_mean': 1.6331417906284331, 'latency_p50': 1.638527512550354, 'latency_p90': 1.7984569311141967}, {'batch_size': 3, 'throughput': 1.0719204236763797, 'latency_mean': 2.789188449382782, 'latency_p50': 2.7799527645111084, 'latency_p90': 3.0774022340774536}, {'batch_size': 5, 'throughput': 1.2008136987349372, 'latency_mean': 4.150608327388763, 'latency_p50': 4.164715528488159, 'latency_p90': 4.653852248191833}, {'batch_size': 6, 'throughput': 1.2245178413777018, 'latency_mean': 4.866080440282822, 'latency_p50': 4.881292819976807, 'latency_p90': 5.480481219291687}, {'batch_size': 8, 'throughput': 1.2194496187747346, 'latency_mean': 6.534311333894729, 'latency_p50': 6.535271525382996, 'latency_p90': 7.419152092933655}, {'batch_size': 10, 'throughput': 1.1849222916678679, 'latency_mean': 8.400096426010132, 'latency_p50': 8.429303169250488, 'latency_p90': 9.506220388412476}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: quad20
is_internal_developer: True
language_model: ChaiML/0919-quad20-albert
model_size: 13B
ranking_group: single
throughput_3p7s: 1.17
us_pacific_date: 2024-09-19
win_ratio: 0.48379940844312985
generation_params: {'temperature': 0.9, 'top_p': 0.9, 'min_p': 0.6, 'top_k': 80, 'presence_penalty': 0.5, 'frequency_penalty': 0.5, 'stopping_words': ['\n'], '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
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Running pipeline stage MKMLizer
Starting job with name chaiml-0919-quad20-albert-v2-mkmlizer
Waiting for job on chaiml-0919-quad20-albert-v2-mkmlizer to finish
chaiml-0919-quad20-albert-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-0919-quad20-albert-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-0919-quad20-albert-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-0919-quad20-albert-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-0919-quad20-albert-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-0919-quad20-albert-v2-mkmlizer: ║       /___/                                                         ║
chaiml-0919-quad20-albert-v2-mkmlizer: ║                                                                     ║
chaiml-0919-quad20-albert-v2-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-0919-quad20-albert-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-0919-quad20-albert-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-0919-quad20-albert-v2-mkmlizer: ║                                                                     ║
chaiml-0919-quad20-albert-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-0919-quad20-albert-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-0919-quad20-albert-v2-mkmlizer: ║                                                                     ║
chaiml-0919-quad20-albert-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-0919-quad20-albert-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-0919-quad20-albert-v2-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-0919-quad20-albert-v2-mkmlizer: ║                                                                     ║
chaiml-0919-quad20-albert-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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chaiml-0919-quad20-albert-v2-mkmlizer: Downloaded to shared memory in 95.972s
chaiml-0919-quad20-albert-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpxrq0zx5_, device:0
chaiml-0919-quad20-albert-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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chaiml-0919-quad20-albert-v2-mkmlizer: quantized model in 39.667s
chaiml-0919-quad20-albert-v2-mkmlizer: Processed model ChaiML/0919-quad20-albert in 135.639s
chaiml-0919-quad20-albert-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-0919-quad20-albert-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-0919-quad20-albert-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-0919-quad20-albert-v2
chaiml-0919-quad20-albert-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-0919-quad20-albert-v2/config.json
chaiml-0919-quad20-albert-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-0919-quad20-albert-v2/special_tokens_map.json
chaiml-0919-quad20-albert-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-0919-quad20-albert-v2/tokenizer_config.json
chaiml-0919-quad20-albert-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-0919-quad20-albert-v2/tokenizer.json
chaiml-0919-quad20-albert-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-0919-quad20-albert-v2/flywheel_model.0.safetensors
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Job chaiml-0919-quad20-albert-v2-mkmlizer completed after 156.39s with status: succeeded
Stopping job with name chaiml-0919-quad20-albert-v2-mkmlizer
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Creating inference service chaiml-0919-quad20-albert-v2
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Received healthy response to inference request in 2.1880054473876953s
Received healthy response to inference request in 2.8809566497802734s
Received healthy response to inference request in 1.5974767208099365s
Received healthy response to inference request in 1.8216094970703125s
Received healthy response to inference request in 1.7433116436004639s
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5th percentile: 1.626643705368042
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-0919-quad20-a36628db2f7ae6f7b815522587f8851b2-deplosp6nf:/code/chaiverse_profiler_1726764016 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-0919-quad20-a36628db2f7ae6f7b815522587f8851b2-deplosp6nf --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726764016 && 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_1726764016/summary.json'
kubectl exec -it chaiml-0919-quad20-a36628db2f7ae6f7b815522587f8851b2-deplosp6nf --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726764016/summary.json'
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nousresearch-meta-llama-4939-v63-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
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nousresearch-meta-llama-4939-v63-mkmlizer: ║  https://mk1.ai                                                     ║