chaiml-small-story-1119-_1268

developer_uid: azuruce

submission_id: chaiml-small-story-1119-_1268_v1

model_name: small-story-1k

model_group: ChaiML/small_story_1119_

status: inactive

timestamp: 2024-11-20T07:43:41+00:00

num_battles: 12080

num_wins: 6259

celo_rating: 1262.23

family_friendly_score: 0.5676

family_friendly_standard_error: 0.007006143589736082

submission_type: basic

model_repo: ChaiML/small_story_1119_v2_true1k_albert

model_architecture: MistralForCausalLM

model_num_parameters: 22247282688.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.38025548120498553, 'latency_mean': 2.629733340740204, 'latency_p50': 2.6032239198684692, 'latency_p90': 2.9258033990859986}, {'batch_size': 2, 'throughput': 0.5917418665947711, 'latency_mean': 3.3714716136455536, 'latency_p50': 3.394567847251892, 'latency_p90': 3.6657384634017944}, {'batch_size': 3, 'throughput': 0.7510823428624575, 'latency_mean': 3.9919799613952636, 'latency_p50': 4.021103620529175, 'latency_p90': 4.401023721694946}, {'batch_size': 4, 'throughput': 0.8832012780786073, 'latency_mean': 4.51564817905426, 'latency_p50': 4.479724764823914, 'latency_p90': 5.099185419082641}, {'batch_size': 5, 'throughput': 0.9543167735663457, 'latency_mean': 5.2126393866539, 'latency_p50': 5.217741966247559, 'latency_p90': 5.831123781204224}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: small-story-1k

is_internal_developer: True

language_model: ChaiML/small_story_1119_v2_true1k_albert

model_size: 22B

ranking_group: single

throughput_3p7s: 0.68

us_pacific_date: 2024-11-19

win_ratio: 0.5181291390728476

generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '####', 'Bot:', 'User:', 'You:', '<|im_end|>', '<|eot_id|>'], '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

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-small-story-1119-1268-v1-mkmlizer
Waiting for job on chaiml-small-story-1119-1268-v1-mkmlizer to finish
chaiml-small-story-1119-1268-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-small-story-1119-1268-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-small-story-1119-1268-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-small-story-1119-1268-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-small-story-1119-1268-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-small-story-1119-1268-v1-mkmlizer: ║       /___/                                                         ║
chaiml-small-story-1119-1268-v1-mkmlizer: ║                                                                     ║
chaiml-small-story-1119-1268-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-small-story-1119-1268-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-small-story-1119-1268-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-small-story-1119-1268-v1-mkmlizer: ║                                                                     ║
chaiml-small-story-1119-1268-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-small-story-1119-1268-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-small-story-1119-1268-v1-mkmlizer: ║                                                                     ║
chaiml-small-story-1119-1268-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-small-story-1119-1268-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-small-story-1119-1268-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-small-story-1119-1268-v1-mkmlizer: ║                                                                     ║
chaiml-small-story-1119-1268-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-small-story-1119-1268-v1-mkmlizer: Downloaded to shared memory in 79.818s
chaiml-small-story-1119-1268-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp6lj2viwm, device:0
chaiml-small-story-1119-1268-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-small-story-1119-1268-v1-mkmlizer: quantized model in 43.473s
chaiml-small-story-1119-1268-v1-mkmlizer: Processed model ChaiML/small_story_1119_v2_true1k_albert in 123.291s
chaiml-small-story-1119-1268-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-small-story-1119-1268-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-small-story-1119-1268-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-small-story-1119-1268-v1
chaiml-small-story-1119-1268-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-small-story-1119-1268-v1/tokenizer.json
chaiml-small-story-1119-1268-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-small-story-1119-1268-v1/flywheel_model.1.safetensors
chaiml-small-story-1119-1268-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-small-story-1119-1268-v1/flywheel_model.0.safetensors
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Job chaiml-small-story-1119-1268-v1-mkmlizer completed after 156.13s with status: succeeded
Stopping job with name chaiml-small-story-1119-1268-v1-mkmlizer
Pipeline stage MKMLizer completed in 156.70s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Creating inference service chaiml-small-story-1119-1268-v1
Waiting for inference service chaiml-small-story-1119-1268-v1 to be ready
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Inference service chaiml-small-story-1119-1268-v1 ready after 221.47729325294495s
Pipeline stage MKMLDeployer completed in 222.11s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.8588767051696777s
Received healthy response to inference request in 2.43269681930542s
Received healthy response to inference request in 2.409836530685425s
Received healthy response to inference request in 2.6354820728302s
Received healthy response to inference request in 2.342810869216919s
5 requests
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5th percentile: 2.35621600151062
10th percentile: 2.3696211338043214
20th percentile: 2.396431398391724
30th percentile: 2.4144085884094237
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50th percentile: 2.43269681930542
60th percentile: 2.513810920715332
70th percentile: 2.5949250221252442
80th percentile: 2.880160999298096
90th percentile: 3.369518852233887
95th percentile: 3.614197778701782
99th percentile: 3.8099409198760985
mean time: 2.7359405994415282
Pipeline stage StressChecker completed in 15.42s
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Running pipeline stage OfflineFamilyFriendlyScorer
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Pipeline stage OfflineFamilyFriendlyScorer completed in 3309.55s
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chaiml-small-story-1119-_1268_v1 status is now inactive due to auto deactivation removed underperforming models