chaiml-1-5-k-payload-lex_1749

developer_uid: azuruce

submission_id: chaiml-1-5-k-payload-lex_1749_v1

model_name: anthropic_rank_top_1epoch

model_group: ChaiML/1_5_k_payload_lex

status: inactive

timestamp: 2024-11-22T00:00:09+00:00

num_battles: 12474

num_wins: 6457

celo_rating: 1264.19

family_friendly_score: 0.5788

family_friendly_standard_error: 0.006982700910106346

submission_type: basic

model_repo: ChaiML/1_5_k_payload_lexical_filtered_for_albert-run2-rank0-1epoch

model_architecture: MistralForCausalLM

model_num_parameters: 22247282688.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.3876045448953912, 'latency_mean': 2.579844740629196, 'latency_p50': 2.583226442337036, 'latency_p90': 2.8476659059524536}, {'batch_size': 3, 'throughput': 0.819610103601184, 'latency_mean': 3.645266456604004, 'latency_p50': 3.6553369760513306, 'latency_p90': 4.0134610414505}, {'batch_size': 5, 'throughput': 1.0954321918430452, 'latency_mean': 4.548936949968338, 'latency_p50': 4.48934531211853, 'latency_p90': 5.193785619735718}, {'batch_size': 6, 'throughput': 1.1793066716116354, 'latency_mean': 5.064552513360977, 'latency_p50': 5.041763782501221, 'latency_p90': 5.720658683776856}, {'batch_size': 10, 'throughput': 1.3807806823755462, 'latency_mean': 7.19594158411026, 'latency_p50': 7.224633812904358, 'latency_p90': 8.20332853794098}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: anthropic_rank_top_1epoch

is_internal_developer: True

language_model: ChaiML/1_5_k_payload_lexical_filtered_for_albert-run2-rank0-1epoch

model_size: 22B

ranking_group: single

throughput_3p7s: 0.84

us_pacific_date: 2024-11-21

win_ratio: 0.517636684303351

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': 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

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-1-5-k-payload-lex-1749-v1-mkmlizer
Waiting for job on chaiml-1-5-k-payload-lex-1749-v1-mkmlizer to finish
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: ║       /___/                                                         ║
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: ║                                                                     ║
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: ║                                                                     ║
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: ║                                                                     ║
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: ║                                                                     ║
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: Downloaded to shared memory in 122.099s
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp7m6vn1jk, device:0
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: quantized model in 44.602s
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: Processed model ChaiML/1_5_k_payload_lexical_filtered_for_albert-run2-rank0-1epoch in 166.702s
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1-5-k-payload-lex-1749-v1
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1-5-k-payload-lex-1749-v1/config.json
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1-5-k-payload-lex-1749-v1/special_tokens_map.json
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1-5-k-payload-lex-1749-v1/tokenizer_config.json
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1-5-k-payload-lex-1749-v1/tokenizer.json
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1-5-k-payload-lex-1749-v1/flywheel_model.1.safetensors
chaiml-1-5-k-payload-lex-1749-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1-5-k-payload-lex-1749-v1/flywheel_model.0.safetensors
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Job chaiml-1-5-k-payload-lex-1749-v1-mkmlizer completed after 197.62s with status: succeeded
Stopping job with name chaiml-1-5-k-payload-lex-1749-v1-mkmlizer
Pipeline stage MKMLizer completed in 198.14s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.21s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-1-5-k-payload-lex-1749-v1
Waiting for inference service chaiml-1-5-k-payload-lex-1749-v1 to be ready
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Inference service chaiml-1-5-k-payload-lex-1749-v1 ready after 221.22230052947998s
Pipeline stage MKMLDeployer completed in 221.69s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.8044047355651855s
Received healthy response to inference request in 2.5507562160491943s
Received healthy response to inference request in 2.256333351135254s
Received healthy response to inference request in 2.4981539249420166s
Received healthy response to inference request in 2.262983560562134s
5 requests
0 failed requests
5th percentile: 2.25766339302063
10th percentile: 2.2589934349060057
20th percentile: 2.261653518676758
30th percentile: 2.31001763343811
40th percentile: 2.4040857791900634
50th percentile: 2.4981539249420166
60th percentile: 2.5191948413848877
70th percentile: 2.540235757827759
80th percentile: 2.6014859199523928
90th percentile: 2.702945327758789
95th percentile: 2.753675031661987
99th percentile: 2.794258794784546
mean time: 2.474526357650757
Pipeline stage StressChecker completed in 13.84s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 2.59s
Shutdown handler de-registered
chaiml-1-5-k-payload-lex_1749_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3136.20s
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chaiml-1-5-k-payload-lex_1749_v1 status is now inactive due to auto deactivation removed underperforming models