chaiml-llama-8b-pairwis_8189

developer_uid: robert_irvine
submission_id: chaiml-llama-8b-pairwis_8189_v41
model_name: chaiml-llama-8b-pairwis_8189_v41
model_group: ChaiML/llama_8b_pairwise
status: torndown
timestamp: 2024-10-27T00:14:57+00:00
num_battles: 10088
num_wins: 5304
celo_rating: 1249.01
family_friendly_score: 0.569
family_friendly_standard_error: 0.007003413453452538
submission_type: basic
model_repo: ChaiML/llama_8b_pairwise_64m_256_tokens_step_249984
model_architecture: LlamaForSequenceClassification
model_num_parameters: 8030261248.0
best_of: 1
max_input_tokens: 256
max_output_tokens: 1
display_name: chaiml-llama-8b-pairwis_8189_v41
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/llama_8b_pairwise_64m_256_tokens_step_249984
model_size: 8B
ranking_group: single
us_pacific_date: 2024-10-26
win_ratio: 0.5257731958762887
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 256, 'best_of': 1, 'max_output_tokens': 1}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '', '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-llama-8b-pairwis-8189-v41-mkmlizer
Waiting for job on chaiml-llama-8b-pairwis-8189-v41-mkmlizer to finish
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: ║     _____            __           __                                ║
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: ║       /___/                                                         ║
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: ║                                                                     ║
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: ║                                                                     ║
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: ║  belonging to:                                                      ║
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: ║                                                                     ║
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: ║                                                                     ║
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: Downloaded to shared memory in 27.479s
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: quantizing model to /dev/shm/model_cache, profile:t0, folder:/tmp/tmpdcft34m4, device:0
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: quantized model in 84.315s
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: Processed model ChaiML/llama_8b_pairwise_64m_256_tokens_step_249984 in 111.795s
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: creating bucket guanaco-mkml-models
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-llama-8b-pairwis-8189-v41
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-llama-8b-pairwis-8189-v41/config.json
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-llama-8b-pairwis-8189-v41/special_tokens_map.json
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-llama-8b-pairwis-8189-v41/tokenizer_config.json
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-llama-8b-pairwis-8189-v41/tokenizer.json
chaiml-llama-8b-pairwis-8189-v41-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-llama-8b-pairwis-8189-v41/flywheel_model.0.safetensors
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Job chaiml-llama-8b-pairwis-8189-v41-mkmlizer completed after 134.82s with status: succeeded
Stopping job with name chaiml-llama-8b-pairwis-8189-v41-mkmlizer
Pipeline stage MKMLizer completed in 135.40s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-llama-8b-pairwis-8189-v41
Waiting for inference service chaiml-llama-8b-pairwis-8189-v41 to be ready
Failed to get response for submission jic062-dpo-v3-0-nemo_v1: ('http://jic062-dpo-v3-0-nemo-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service chaiml-llama-8b-pairwis-8189-v41 ready after 110.55688333511353s
Pipeline stage MKMLDeployer completed in 111.14s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 4.502190113067627s
Received healthy response to inference request in 2.779811143875122s
Received healthy response to inference request in 3.182511806488037s
Received healthy response to inference request in 3.4370856285095215s
Received healthy response to inference request in 5.541951894760132s
5 requests
0 failed requests
5th percentile: 2.8603512763977053
10th percentile: 2.940891408920288
20th percentile: 3.101971673965454
30th percentile: 3.233426570892334
40th percentile: 3.3352560997009277
50th percentile: 3.4370856285095215
60th percentile: 3.8631274223327634
70th percentile: 4.289169216156005
80th percentile: 4.7101424694061285
90th percentile: 5.12604718208313
95th percentile: 5.33399953842163
99th percentile: 5.500361423492431
mean time: 3.888710117340088
%s, retrying in %s seconds...
Received healthy response to inference request in 3.387397527694702s
Received healthy response to inference request in 2.654853105545044s
Received healthy response to inference request in 1.2575745582580566s
Received healthy response to inference request in 2.735219955444336s
Received healthy response to inference request in 2.8991572856903076s
5 requests
0 failed requests
5th percentile: 1.5370302677154541
10th percentile: 1.8164859771728517
20th percentile: 2.3753973960876467
30th percentile: 2.6709264755249023
40th percentile: 2.7030732154846193
50th percentile: 2.735219955444336
60th percentile: 2.8007948875427244
70th percentile: 2.8663698196411134
80th percentile: 2.9968053340911864
90th percentile: 3.1921014308929445
95th percentile: 3.2897494792938233
99th percentile: 3.3678679180145266
mean time: 2.5868404865264893
Pipeline stage StressChecker completed in 35.39s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
Connection pool is full, discarding connection: %s. Connection pool size: %s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 5.99s
Shutdown handler de-registered
chaiml-llama-8b-pairwis_8189_v41 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3514.36s
Shutdown handler de-registered
chaiml-llama-8b-pairwis_8189_v41 status is now inactive due to auto deactivation removed underperforming models
chaiml-llama-8b-pairwis_8189_v41 status is now torndown due to DeploymentManager action