developer_uid: Trace2333
submission_id: trace2333-fd5w-dl1w-ultr_6985_v2
model_name: trace2333-fd5w-dl1w-ultr_6985_v2
model_group: Trace2333/fd5w_dl1w_ultr
status: torndown
timestamp: 2024-09-06T09:43:48+00:00
num_battles: 12279
num_wins: 6231
celo_rating: 1247.67
family_friendly_score: 0.0
submission_type: basic
model_repo: Trace2333/fd5w_dl1w_ultra1w_2e5_17260s
model_architecture: LlamaForCausalLM
model_num_parameters: 8030261248.0
best_of: 16
max_input_tokens: 512
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.9032652168717786, 'latency_mean': 1.1070304834842681, 'latency_p50': 1.1123601198196411, 'latency_p90': 1.237937331199646}, {'batch_size': 4, 'throughput': 1.8104992557332702, 'latency_mean': 2.201761543750763, 'latency_p50': 2.170723795890808, 'latency_p90': 2.456769323348999}, {'batch_size': 5, 'throughput': 1.8772399605818029, 'latency_mean': 2.649863398075104, 'latency_p50': 2.672258734703064, 'latency_p90': 2.938678240776062}, {'batch_size': 8, 'throughput': 2.0198318763530634, 'latency_mean': 3.9282134425640107, 'latency_p50': 3.932525634765625, 'latency_p90': 4.399414849281311}, {'batch_size': 10, 'throughput': 2.0376904306319377, 'latency_mean': 4.862286021709442, 'latency_p50': 4.854339241981506, 'latency_p90': 5.574495720863342}, {'batch_size': 12, 'throughput': 2.0086797842706883, 'latency_mean': 5.898046877384186, 'latency_p50': 5.883143186569214, 'latency_p90': 6.825389456748963}, {'batch_size': 15, 'throughput': 2.0273736754433926, 'latency_mean': 7.25891312122345, 'latency_p50': 7.3528324365615845, 'latency_p90': 8.102954435348511}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: trace2333-fd5w-dl1w-ultr_6985_v2
is_internal_developer: False
language_model: Trace2333/fd5w_dl1w_ultra1w_2e5_17260s
model_size: 8B
ranking_group: single
throughput_3p7s: 2.02
us_pacific_date: 2024-09-06
win_ratio: 0.5074517468849254
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '<|eot_id|>'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', '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 trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer
Waiting for job on trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer to finish
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: ║ _____ __ __ ║
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: ║ /___/ ║
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: ║ ║
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: ║ Version: 0.10.1 ║
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: ║ https://mk1.ai ║
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: ║ ║
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: ║ The license key for the current software has been verified as ║
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: ║ belonging to: ║
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: ║ ║
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: ║ Chai Research Corp. ║
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: ║ ║
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: Downloaded to shared memory in 37.592s
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpwma14xii, device:0
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: quantized model in 29.110s
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: Processed model Trace2333/fd5w_dl1w_ultra1w_2e5_17260s in 66.702s
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: creating bucket guanaco-mkml-models
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/trace2333-fd5w-dl1w-ultr-6985-v2
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/trace2333-fd5w-dl1w-ultr-6985-v2/config.json
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/trace2333-fd5w-dl1w-ultr-6985-v2/special_tokens_map.json
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/trace2333-fd5w-dl1w-ultr-6985-v2/tokenizer_config.json
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/trace2333-fd5w-dl1w-ultr-6985-v2/tokenizer.json
trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/trace2333-fd5w-dl1w-ultr-6985-v2/flywheel_model.0.safetensors
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Job trace2333-fd5w-dl1w-ultr-6985-v2-mkmlizer completed after 84.69s with status: succeeded
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Inference service trace2333-fd5w-dl1w-ultr-6985-v2 ready after 150.80471324920654s
Pipeline stage MKMLDeployer completed in 151.60s
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Received healthy response to inference request in 2.948211193084717s
Received healthy response to inference request in 1.6822834014892578s
Received healthy response to inference request in 2.3998863697052s
Received healthy response to inference request in 1.9146029949188232s
Received healthy response to inference request in 1.6253910064697266s
5 requests
0 failed requests
5th percentile: 1.6367694854736328
10th percentile: 1.648147964477539
20th percentile: 1.6709049224853516
30th percentile: 1.7287473201751709
40th percentile: 1.8216751575469972
50th percentile: 1.9146029949188232
60th percentile: 2.108716344833374
70th percentile: 2.3028296947479245
80th percentile: 2.509551334381104
90th percentile: 2.72888126373291
95th percentile: 2.838546228408813
99th percentile: 2.926278200149536
mean time: 2.1140749931335447
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Inference service trace2333-fd5w-dl1w-ultr-6985-v2-profiler ready after 150.34692525863647s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/trace2333-fd5w-dl1w-ac45457acd5605c5aa2b6125d663c77c-deplom5m5r:/code/chaiverse_profiler_1725616284 --namespace tenant-chaiml-guanaco
kubectl exec -it trace2333-fd5w-dl1w-ac45457acd5605c5aa2b6125d663c77c-deplom5m5r --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1725616284 && python profiles.py profile --best_of_n 16 --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 512 --output_tokens 64 --summary /code/chaiverse_profiler_1725616284/summary.json'
kubectl exec -it trace2333-fd5w-dl1w-ac45457acd5605c5aa2b6125d663c77c-deplom5m5r --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1725616284/summary.json'
Pipeline stage MKMLProfilerRunner completed in 840.38s
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