chaiml-1-5-k-payload-lex_5876

developer_uid: azuruce

submission_id: chaiml-1-5-k-payload-lex_5876_v1

model_name: anthropic_rank_minus1

model_group: ChaiML/1_5_k_payload_lex

status: inactive

timestamp: 2024-11-21T20:53:48+00:00

num_battles: 13301

num_wins: 6247

celo_rating: 1226.68

family_friendly_score: 0.5800000000000001

family_friendly_standard_error: 0.006979971346646059

submission_type: basic

model_repo: ChaiML/1_5_k_payload_lexical_filtered_for_albert-run2-rank-1

model_architecture: MistralForCausalLM

model_num_parameters: 22247282688.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.3965524712346581, 'latency_mean': 2.5216335916519164, 'latency_p50': 2.5019421577453613, 'latency_p90': 2.809114456176758}, {'batch_size': 3, 'throughput': 0.8283175607562319, 'latency_mean': 3.615224336385727, 'latency_p50': 3.6096683740615845, 'latency_p90': 3.9038403272628783}, {'batch_size': 5, 'throughput': 1.0939393355206821, 'latency_mean': 4.547955240011215, 'latency_p50': 4.575904846191406, 'latency_p90': 5.085113477706909}, {'batch_size': 6, 'throughput': 1.1777994156603537, 'latency_mean': 5.046582270860672, 'latency_p50': 5.026107311248779, 'latency_p90': 5.634283995628357}, {'batch_size': 10, 'throughput': 1.4157027084797538, 'latency_mean': 7.02521911740303, 'latency_p50': 7.069594025611877, 'latency_p90': 7.833553266525269}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: anthropic_rank_minus1

is_internal_developer: True

language_model: ChaiML/1_5_k_payload_lexical_filtered_for_albert-run2-rank-1

model_size: 22B

ranking_group: single

throughput_3p7s: 0.86

us_pacific_date: 2024-11-21

win_ratio: 0.469663935042478

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-5876-v1-mkmlizer
Waiting for job on chaiml-1-5-k-payload-lex-5876-v1-mkmlizer to finish
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: ║       /___/                                                         ║
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: ║                                                                     ║
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: ║                                                                     ║
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: ║                                                                     ║
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: ║                                                                     ║
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: Downloaded to shared memory in 91.989s
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmph8jz_m87, device:0
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
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-5876-v1-mkmlizer: quantized model in 43.274s
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: Processed model ChaiML/1_5_k_payload_lexical_filtered_for_albert-run2-rank-1 in 135.263s
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1-5-k-payload-lex-5876-v1
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1-5-k-payload-lex-5876-v1/config.json
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1-5-k-payload-lex-5876-v1/special_tokens_map.json
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1-5-k-payload-lex-5876-v1/tokenizer_config.json
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1-5-k-payload-lex-5876-v1/tokenizer.json
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1-5-k-payload-lex-5876-v1/flywheel_model.1.safetensors
chaiml-1-5-k-payload-lex-5876-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1-5-k-payload-lex-5876-v1/flywheel_model.0.safetensors
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Job chaiml-1-5-k-payload-lex-5876-v1-mkmlizer completed after 166.65s with status: succeeded
Stopping job with name chaiml-1-5-k-payload-lex-5876-v1-mkmlizer
Pipeline stage MKMLizer completed in 167.21s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-1-5-k-payload-lex-5876-v1
Waiting for inference service chaiml-1-5-k-payload-lex-5876-v1 to be ready
Failed to get response for submission zonemercy-virgo-edit-v1-1e5_v13: ('http://chaiml-llama-8b-pairwis-8189-v27-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:51776->127.0.0.1:8080: read: connection reset by peer\n')
Inference service chaiml-1-5-k-payload-lex-5876-v1 ready after 231.69026947021484s
Pipeline stage MKMLDeployer completed in 232.34s
run pipeline stage %s
Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 1.8664252758026123s
Received healthy response to inference request in 1.6047048568725586s
Received healthy response to inference request in 1.713780164718628s
Received healthy response to inference request in 1.838890552520752s
5 requests
1 failed requests
5th percentile: 1.6265199184417725
10th percentile: 1.6483349800109863
20th percentile: 1.691965103149414
30th percentile: 1.7388022422790528
40th percentile: 1.7888463973999023
50th percentile: 1.838890552520752
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70th percentile: 1.8609183311462403
80th percentile: 5.529878997802738
90th percentile: 12.856786441802981
95th percentile: 16.5202401638031
99th percentile: 19.4510031414032
mean time: 5.441498947143555
%s, retrying in %s seconds...
Received healthy response to inference request in 1.8114466667175293s
Received healthy response to inference request in 1.7379627227783203s
Received healthy response to inference request in 1.7660717964172363s
Received healthy response to inference request in 1.1925954818725586s
Received healthy response to inference request in 1.2109732627868652s
5 requests
0 failed requests
5th percentile: 1.19627103805542
10th percentile: 1.1999465942382812
20th percentile: 1.2072977066040038
30th percentile: 1.3163711547851562
40th percentile: 1.5271669387817384
50th percentile: 1.7379627227783203
60th percentile: 1.7492063522338868
70th percentile: 1.7604499816894532
80th percentile: 1.775146770477295
90th percentile: 1.793296718597412
95th percentile: 1.8023716926574707
99th percentile: 1.8096316719055177
mean time: 1.543809986114502
Pipeline stage StressChecker completed in 37.88s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 2.58s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 2.90s
Shutdown handler de-registered
chaiml-1-5-k-payload-lex_5876_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
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run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3249.01s
Shutdown handler de-registered
chaiml-1-5-k-payload-lex_5876_v1 status is now inactive due to auto deactivation removed underperforming models