developer_uid: azuruce
submission_id: chaiml-0917-bot-flirty-albert_v1
model_name: flirty
model_group: ChaiML/0917-bot-flirty-a
status: torndown
timestamp: 2024-09-17T18:06:06+00:00
num_battles: 11681
num_wins: 5740
celo_rating: 1243.37
family_friendly_score: 0.0
submission_type: basic
model_repo: ChaiML/0917-bot-flirty-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': 0.6274325615035852, 'latency_mean': 1.5937341272830963, 'latency_p50': 1.6050938367843628, 'latency_p90': 1.7543270587921143}, {'batch_size': 3, 'throughput': 1.2347603249491712, 'latency_mean': 2.424814692735672, 'latency_p50': 2.4250622987747192, 'latency_p90': 2.660193610191345}, {'batch_size': 5, 'throughput': 1.5282741970887606, 'latency_mean': 3.2564488697052, 'latency_p50': 3.242838740348816, 'latency_p90': 3.6440080165863034}, {'batch_size': 6, 'throughput': 1.6203432524099628, 'latency_mean': 3.690512717962265, 'latency_p50': 3.715480089187622, 'latency_p90': 4.183323454856873}, {'batch_size': 8, 'throughput': 1.7319111890762429, 'latency_mean': 4.583032797574997, 'latency_p50': 4.588706016540527, 'latency_p90': 5.26103036403656}, {'batch_size': 10, 'throughput': 1.7414750439407203, 'latency_mean': 5.6877764701843265, 'latency_p50': 5.678996205329895, 'latency_p90': 6.486039400100708}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: flirty
is_internal_developer: True
language_model: ChaiML/0917-bot-flirty-albert
model_size: 13B
ranking_group: single
throughput_3p7s: 1.63
us_pacific_date: 2024-09-17
win_ratio: 0.49139628456467765
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
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run pipeline %s
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Running pipeline stage MKMLizer
Starting job with name chaiml-0917-bot-flirty-albert-v1-mkmlizer
Waiting for job on chaiml-0917-bot-flirty-albert-v1-mkmlizer to finish
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Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-0917-bot-flirty-albert-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-0917-bot-flirty-albert-v1-mkmlizer: ║ _____ __ __ ║
chaiml-0917-bot-flirty-albert-v1-mkmlizer: ║ / _/ /_ ___ __/ / ___ ___ / / ║
chaiml-0917-bot-flirty-albert-v1-mkmlizer: ║ / _/ / // / |/|/ / _ \/ -_) -_) / ║
chaiml-0917-bot-flirty-albert-v1-mkmlizer: ║ /_//_/\_, /|__,__/_//_/\__/\__/_/ ║
chaiml-0917-bot-flirty-albert-v1-mkmlizer: ║ /___/ ║
chaiml-0917-bot-flirty-albert-v1-mkmlizer: ║ ║
chaiml-0917-bot-flirty-albert-v1-mkmlizer: ║ Version: 0.10.1 ║
chaiml-0917-bot-flirty-albert-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
chaiml-0917-bot-flirty-albert-v1-mkmlizer: ║ https://mk1.ai ║
chaiml-0917-bot-flirty-albert-v1-mkmlizer: ║ ║
chaiml-0917-bot-flirty-albert-v1-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-0917-bot-flirty-albert-v1-mkmlizer: ║ belonging to: ║
chaiml-0917-bot-flirty-albert-v1-mkmlizer: ║ ║
chaiml-0917-bot-flirty-albert-v1-mkmlizer: ║ Chai Research Corp. ║
chaiml-0917-bot-flirty-albert-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-0917-bot-flirty-albert-v1-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
chaiml-0917-bot-flirty-albert-v1-mkmlizer: ║ ║
chaiml-0917-bot-flirty-albert-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-0917-bot-flirty-albert-v1-mkmlizer: Downloaded to shared memory in 93.027s
chaiml-0917-bot-flirty-albert-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpi2trqqsh, device:0
chaiml-0917-bot-flirty-albert-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-0917-bot-flirty-albert-v1-mkmlizer: quantized model in 40.071s
chaiml-0917-bot-flirty-albert-v1-mkmlizer: Processed model ChaiML/0917-bot-flirty-albert in 133.098s
chaiml-0917-bot-flirty-albert-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-0917-bot-flirty-albert-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-0917-bot-flirty-albert-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-0917-bot-flirty-albert-v1
chaiml-0917-bot-flirty-albert-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-0917-bot-flirty-albert-v1/config.json
chaiml-0917-bot-flirty-albert-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-0917-bot-flirty-albert-v1/special_tokens_map.json
chaiml-0917-bot-flirty-albert-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-0917-bot-flirty-albert-v1/tokenizer_config.json
chaiml-0917-bot-flirty-albert-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-0917-bot-flirty-albert-v1/tokenizer.json
chaiml-0917-bot-flirty-albert-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-0917-bot-flirty-albert-v1/flywheel_model.0.safetensors
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Job chaiml-0917-bot-flirty-albert-v1-mkmlizer completed after 158.27s with status: succeeded
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Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Creating inference service chaiml-0917-bot-flirty-albert-v1
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Inference service chaiml-0917-bot-flirty-albert-v1 ready after 191.42121195793152s
Pipeline stage MKMLDeployer completed in 192.19s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.5666847229003906s
Received healthy response to inference request in 1.967677354812622s
Received healthy response to inference request in 2.0158896446228027s
Received healthy response to inference request in 2.832178831100464s
Received healthy response to inference request in 1.995065450668335s
5 requests
0 failed requests
5th percentile: 1.9731549739837646
10th percentile: 1.9786325931549071
20th percentile: 1.9895878314971924
30th percentile: 1.9992302894592284
40th percentile: 2.007559967041016
50th percentile: 2.0158896446228027
60th percentile: 2.236207675933838
70th percentile: 2.456525707244873
80th percentile: 2.619783544540405
90th percentile: 2.7259811878204347
95th percentile: 2.7790800094604493
99th percentile: 2.821559066772461
mean time: 2.275499200820923
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-0917-bot-flir009cbf18ff98e35a97b2b204536c29e6-deplox9cf4:/code/chaiverse_profiler_1726596983 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-0917-bot-flir009cbf18ff98e35a97b2b204536c29e6-deplox9cf4 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726596983 && 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_1726596983/summary.json'
kubectl exec -it chaiml-0917-bot-flir009cbf18ff98e35a97b2b204536c29e6-deplox9cf4 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726596983/summary.json'
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