developer_uid: azuruce
submission_id: chaiml-0919-intent-power_5326_v1
model_name: horror-retort
model_group: ChaiML/0919-intent-power
status: torndown
timestamp: 2024-09-19T08:11:50+00:00
num_battles: 11510
num_wins: 5782
celo_rating: 1244.69
family_friendly_score: 0.0
submission_type: basic
model_repo: ChaiML/0919-intent-power-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': 0.6366190323629886, 'latency_mean': 1.570736130475998, 'latency_p50': 1.5666940212249756, 'latency_p90': 1.7292978286743164}, {'batch_size': 3, 'throughput': 1.2422293232961845, 'latency_mean': 2.403937294483185, 'latency_p50': 2.3970413208007812, 'latency_p90': 2.6892235994338987}, {'batch_size': 5, 'throughput': 1.5531873288644884, 'latency_mean': 3.208919098377228, 'latency_p50': 3.2076600790023804, 'latency_p90': 3.610827994346619}, {'batch_size': 6, 'throughput': 1.6313181833142616, 'latency_mean': 3.6644692623615267, 'latency_p50': 3.667183518409729, 'latency_p90': 4.093053102493286}, {'batch_size': 8, 'throughput': 1.741059925454662, 'latency_mean': 4.567944639921189, 'latency_p50': 4.5754605531692505, 'latency_p90': 5.1354588031768795}, {'batch_size': 10, 'throughput': 1.7816133842665656, 'latency_mean': 5.5683602166175845, 'latency_p50': 5.539569854736328, 'latency_p90': 6.307881212234497}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: horror-retort
is_internal_developer: True
language_model: ChaiML/0919-intent-power-albert
model_size: 13B
ranking_group: single
throughput_3p7s: 1.64
us_pacific_date: 2024-09-19
win_ratio: 0.5023457862728062
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
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Running pipeline stage MKMLizer
Starting job with name chaiml-0919-intent-power-5326-v1-mkmlizer
Waiting for job on chaiml-0919-intent-power-5326-v1-mkmlizer to finish
chaiml-0919-intent-power-5326-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-0919-intent-power-5326-v1-mkmlizer: ║ _____ __ __ ║
chaiml-0919-intent-power-5326-v1-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
chaiml-0919-intent-power-5326-v1-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
chaiml-0919-intent-power-5326-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
chaiml-0919-intent-power-5326-v1-mkmlizer: ║ /___/ ║
chaiml-0919-intent-power-5326-v1-mkmlizer: ║ ║
chaiml-0919-intent-power-5326-v1-mkmlizer: ║ Version: 0.10.1 ║
chaiml-0919-intent-power-5326-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
chaiml-0919-intent-power-5326-v1-mkmlizer: ║ https://mk1.ai ║
chaiml-0919-intent-power-5326-v1-mkmlizer: ║ ║
chaiml-0919-intent-power-5326-v1-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-0919-intent-power-5326-v1-mkmlizer: ║ belonging to: ║
chaiml-0919-intent-power-5326-v1-mkmlizer: ║ ║
chaiml-0919-intent-power-5326-v1-mkmlizer: ║ Chai Research Corp. ║
chaiml-0919-intent-power-5326-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-0919-intent-power-5326-v1-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
chaiml-0919-intent-power-5326-v1-mkmlizer: ║ ║
chaiml-0919-intent-power-5326-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission mistralai-mistral-small-_5341_v1: ('http://mistralai-mistral-small-5341-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
chaiml-0919-intent-power-5326-v1-mkmlizer: quantized model in 38.838s
chaiml-0919-intent-power-5326-v1-mkmlizer: Processed model ChaiML/0919-intent-power-albert in 133.354s
chaiml-0919-intent-power-5326-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-0919-intent-power-5326-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-0919-intent-power-5326-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-0919-intent-power-5326-v1
chaiml-0919-intent-power-5326-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-0919-intent-power-5326-v1/config.json
chaiml-0919-intent-power-5326-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-0919-intent-power-5326-v1/tokenizer.json
chaiml-0919-intent-power-5326-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-0919-intent-power-5326-v1/flywheel_model.0.safetensors
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Job chaiml-0919-intent-power-5326-v1-mkmlizer completed after 155.07s with status: succeeded
Stopping job with name chaiml-0919-intent-power-5326-v1-mkmlizer
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Failed to get response for submission mistralai-mistral-small-_5341_v1: ('http://mistralai-mistral-small-5341-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Inference service chaiml-0919-intent-power-5326-v1 ready after 191.15390396118164s
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Received healthy response to inference request in 2.1177337169647217s
Received healthy response to inference request in 1.7690308094024658s
Received healthy response to inference request in 1.6428439617156982s
Received healthy response to inference request in 1.5887913703918457s
Received healthy response to inference request in 1.821840524673462s
5 requests
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5th percentile: 1.5996018886566161
10th percentile: 1.6104124069213868
20th percentile: 1.6320334434509278
30th percentile: 1.6680813312530518
40th percentile: 1.7185560703277587
50th percentile: 1.7690308094024658
60th percentile: 1.7901546955108643
70th percentile: 1.8112785816192627
80th percentile: 1.881019163131714
90th percentile: 1.9993764400482177
95th percentile: 2.0585550785064695
99th percentile: 2.105897989273071
mean time: 1.7880480766296387
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-0919-intent-p910af433fe889e11e97f85a64113631c-deplopfdk4:/code/chaiverse_profiler_1726734129 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-0919-intent-p910af433fe889e11e97f85a64113631c-deplopfdk4 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726734129 && 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_1726734129/summary.json'
kubectl exec -it chaiml-0919-intent-p910af433fe889e11e97f85a64113631c-deplopfdk4 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726734129/summary.json'
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