chaiml-1-5-k-payload-lex_2077

developer_uid: azuruce

submission_id: chaiml-1-5-k-payload-lex_2077_v1

model_name: anthropic_rank_middle

model_group: ChaiML/1_5_k_payload_lex

status: inactive

timestamp: 2024-11-21T20:54:43+00:00

num_battles: 13263

num_wins: 6232

celo_rating: 1226.18

family_friendly_score: 0.5740000000000001

family_friendly_standard_error: 0.006993196693930466

submission_type: basic

model_repo: ChaiML/1_5_k_payload_lexical_filtered_for_albert-run2-rank10

model_architecture: MistralForCausalLM

model_num_parameters: 22247282688.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.38800686871133827, 'latency_mean': 2.5771737372875214, 'latency_p50': 2.571942448616028, 'latency_p90': 2.8643777132034303}, {'batch_size': 3, 'throughput': 0.8231019186644813, 'latency_mean': 3.6285591173171996, 'latency_p50': 3.631650924682617, 'latency_p90': 3.9509876012802123}, {'batch_size': 5, 'throughput': 1.0914546400472853, 'latency_mean': 4.55107743024826, 'latency_p50': 4.569786429405212, 'latency_p90': 5.046436691284179}, {'batch_size': 6, 'throughput': 1.179600528266928, 'latency_mean': 5.050194280147553, 'latency_p50': 5.030243515968323, 'latency_p90': 5.676781797409058}, {'batch_size': 10, 'throughput': 1.39007015897099, 'latency_mean': 7.120110778808594, 'latency_p50': 7.093127489089966, 'latency_p90': 7.97924747467041}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: anthropic_rank_middle

is_internal_developer: True

language_model: ChaiML/1_5_k_payload_lexical_filtered_for_albert-run2-rank10

model_size: 22B

ranking_group: single

throughput_3p7s: 0.85

us_pacific_date: 2024-11-21

win_ratio: 0.4698786096659881

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-2077-v1-mkmlizer
Waiting for job on chaiml-1-5-k-payload-lex-2077-v1-mkmlizer to finish
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: ║       /___/                                                         ║
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: ║                                                                     ║
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: ║                                                                     ║
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: ║                                                                     ║
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: ║                                                                     ║
chaiml-1-5-k-payload-lex-2077-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-2077-v1-mkmlizer: Downloaded to shared memory in 96.491s
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp53nuq979, device:0
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: quantized model in 43.281s
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: Processed model ChaiML/1_5_k_payload_lexical_filtered_for_albert-run2-rank10 in 139.772s
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1-5-k-payload-lex-2077-v1
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1-5-k-payload-lex-2077-v1/config.json
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1-5-k-payload-lex-2077-v1/special_tokens_map.json
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1-5-k-payload-lex-2077-v1/tokenizer_config.json
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1-5-k-payload-lex-2077-v1/tokenizer.json
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1-5-k-payload-lex-2077-v1/flywheel_model.1.safetensors
chaiml-1-5-k-payload-lex-2077-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1-5-k-payload-lex-2077-v1/flywheel_model.0.safetensors
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Job chaiml-1-5-k-payload-lex-2077-v1-mkmlizer completed after 166.68s with status: succeeded
Stopping job with name chaiml-1-5-k-payload-lex-2077-v1-mkmlizer
Pipeline stage MKMLizer completed in 167.23s
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-2077-v1
Waiting for inference service chaiml-1-5-k-payload-lex-2077-v1 to be ready
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Failed to get response for submission sao10k-mn-12b-lyra-v4a1_v3: ('http://sao10k-mn-12b-lyra-v4a1-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:51106->127.0.0.1:8080: read: connection reset by peer\n')
Inference service chaiml-1-5-k-payload-lex-2077-v1 ready after 231.37698793411255s
Pipeline stage MKMLDeployer completed in 232.03s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.774458408355713s
Received healthy response to inference request in 1.499307632446289s
Received healthy response to inference request in 1.5056970119476318s
Received healthy response to inference request in 0.8034772872924805s
Received healthy response to inference request in 1.1308097839355469s
5 requests
0 failed requests
5th percentile: 0.8689437866210937
10th percentile: 0.934410285949707
20th percentile: 1.0653432846069335
30th percentile: 1.2045093536376954
40th percentile: 1.3519084930419922
50th percentile: 1.499307632446289
60th percentile: 1.501863384246826
70th percentile: 1.5044191360473633
80th percentile: 1.5594492912292481
90th percentile: 1.6669538497924805
95th percentile: 1.7207061290740966
99th percentile: 1.7637079524993897
mean time: 1.3427500247955322
Pipeline stage StressChecker completed in 8.30s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 5.79s
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Running pipeline stage TriggerMKMLProfilingPipeline
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starting trigger_guanaco_pipeline args=%s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 2.48s
Shutdown handler de-registered
chaiml-1-5-k-payload-lex_2077_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 3179.30s
Shutdown handler de-registered
chaiml-1-5-k-payload-lex_2077_v1 status is now inactive due to auto deactivation removed underperforming models