chaiml-snugstable1-6-12_80796

developer_uid: zonemercy

submission_id: chaiml-snugstable1-6-12_80796_v2

model_name: tempv1-2

model_group: ChaiML/SnugStable1.6-12b

status: torndown

timestamp: 2024-12-28T21:10:12+00:00

num_battles: 13738

num_wins: 7313

celo_rating: 1294.17

family_friendly_score: 0.5756

family_friendly_standard_error: 0.00698977310075227

submission_type: basic

model_repo: ChaiML/SnugStable1.6-12b0-l1e5r7

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.626919267214717, 'latency_mean': 1.5950060153007508, 'latency_p50': 1.6034717559814453, 'latency_p90': 1.7562100887298584}, {'batch_size': 3, 'throughput': 1.234600481606171, 'latency_mean': 2.4149890208244322, 'latency_p50': 2.416771650314331, 'latency_p90': 2.6417452096939087}, {'batch_size': 5, 'throughput': 1.562247477777076, 'latency_mean': 3.18352047085762, 'latency_p50': 3.2109899520874023, 'latency_p90': 3.5575824975967407}, {'batch_size': 6, 'throughput': 1.682127988092905, 'latency_mean': 3.5501202535629273, 'latency_p50': 3.553795099258423, 'latency_p90': 4.007463598251343}, {'batch_size': 8, 'throughput': 1.8262850133038528, 'latency_mean': 4.3491550636291505, 'latency_p50': 4.354516267776489, 'latency_p90': 4.879428362846374}, {'batch_size': 10, 'throughput': 1.9205671440403012, 'latency_mean': 5.167831645011902, 'latency_p50': 5.160599589347839, 'latency_p90': 5.886575508117676}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: tempv1-2

is_internal_developer: True

language_model: ChaiML/SnugStable1.6-12b0-l1e5r7

model_size: 13B

ranking_group: single

throughput_3p7s: 1.72

us_pacific_date: 2024-12-28

win_ratio: 0.5323191148638812

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': ['<|eot_id|>', '</s>', 'You:', 'Bot:', '\n', '####', '<|im_end|>', 'User:'], '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-snugstable1-6-12-80796-v2-mkmlizer
Waiting for job on chaiml-snugstable1-6-12-80796-v2-mkmlizer to finish
chaiml-snugstable1-6-12-80796-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-snugstable1-6-12-80796-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-snugstable1-6-12-80796-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-snugstable1-6-12-80796-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-snugstable1-6-12-80796-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-snugstable1-6-12-80796-v2-mkmlizer: ║       /___/                                                         ║
chaiml-snugstable1-6-12-80796-v2-mkmlizer: ║                                                                     ║
chaiml-snugstable1-6-12-80796-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-snugstable1-6-12-80796-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-snugstable1-6-12-80796-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-snugstable1-6-12-80796-v2-mkmlizer: ║                                                                     ║
chaiml-snugstable1-6-12-80796-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-snugstable1-6-12-80796-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-snugstable1-6-12-80796-v2-mkmlizer: ║                                                                     ║
chaiml-snugstable1-6-12-80796-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-snugstable1-6-12-80796-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-snugstable1-6-12-80796-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-snugstable1-6-12-80796-v2-mkmlizer: ║                                                                     ║
chaiml-snugstable1-6-12-80796-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-snugstable1-6-12-80796-v2-mkmlizer: Downloaded to shared memory in 33.909s
chaiml-snugstable1-6-12-80796-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmplybwscds, device:0
chaiml-snugstable1-6-12-80796-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-snugstable1-6-12-80796-v2-mkmlizer: quantized model in 38.656s
chaiml-snugstable1-6-12-80796-v2-mkmlizer: Processed model ChaiML/SnugStable1.6-12b0-l1e5r7 in 72.565s
chaiml-snugstable1-6-12-80796-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-snugstable1-6-12-80796-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-snugstable1-6-12-80796-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-snugstable1-6-12-80796-v2
chaiml-snugstable1-6-12-80796-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-snugstable1-6-12-80796-v2/config.json
chaiml-snugstable1-6-12-80796-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-snugstable1-6-12-80796-v2/special_tokens_map.json
chaiml-snugstable1-6-12-80796-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-snugstable1-6-12-80796-v2/tokenizer_config.json
chaiml-snugstable1-6-12-80796-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-snugstable1-6-12-80796-v2/tokenizer.json
chaiml-snugstable1-6-12-80796-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-snugstable1-6-12-80796-v2/flywheel_model.0.safetensors
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Job chaiml-snugstable1-6-12-80796-v2-mkmlizer completed after 135.58s with status: succeeded
Stopping job with name chaiml-snugstable1-6-12-80796-v2-mkmlizer
Pipeline stage MKMLizer completed in 136.04s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Failed to get response for submission alexdaoud-trainer-bagir-_3620_v2: ('http://alexdaoud-trainer-bagir-3620-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'upstream connect error or disconnect/reset before headers. reset reason: connection termination')
Pipeline stage MKMLTemplater completed in 0.28s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-snugstable1-6-12-80796-v2
Waiting for inference service chaiml-snugstable1-6-12-80796-v2 to be ready
Failed to get response for submission alexdaoud-trainer-bagir-_3620_v2: ('http://alexdaoud-trainer-bagir-3620-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'activator request timeout')
Failed to get response for submission alexdaoud-trainer-bagir-_3620_v2: ('http://alexdaoud-trainer-bagir-3620-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Failed to get response for submission alexdaoud-trainer-bagir-_3620_v2: ('http://alexdaoud-trainer-bagir-3620-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Failed to get response for submission alexdaoud-trainer-bagir-_3620_v2: ('http://alexdaoud-trainer-bagir-3620-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
Failed to get response for submission function_gidef_2024-11-26: ('http://chaiml-llama-8b-multihea-7878-v5-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:59550->127.0.0.1:8080: read: connection reset by peer\n')
Inference service chaiml-snugstable1-6-12-80796-v2 ready after 311.9685060977936s
Pipeline stage MKMLDeployer completed in 312.49s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.0177862644195557s
Received healthy response to inference request in 1.6238021850585938s
Received healthy response to inference request in 1.4016199111938477s
Received healthy response to inference request in 1.2719829082489014s
Received healthy response to inference request in 1.5115339756011963s
5 requests
0 failed requests
5th percentile: 1.2979103088378907
10th percentile: 1.3238377094268798
20th percentile: 1.3756925106048583
30th percentile: 1.4236027240753173
40th percentile: 1.4675683498382568
50th percentile: 1.5115339756011963
60th percentile: 1.5564412593841552
70th percentile: 1.6013485431671142
80th percentile: 1.7025990009307863
90th percentile: 1.860192632675171
95th percentile: 1.938989448547363
99th percentile: 2.002026901245117
mean time: 1.565345048904419
Pipeline stage StressChecker completed in 9.25s
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Pipeline stage MKMLProfilerTemplater completed in 0.09s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-snugstable1-6-12-80796-v2-profiler
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Running pipeline stage OfflineFamilyFriendlyScorer
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Pipeline stage OfflineFamilyFriendlyScorer completed in 2498.36s
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chaiml-snugstable1-6-12_80796_v2 status is now inactive due to auto deactivation removed underperforming models
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chaiml-snugstable1-6-12_80796_v2 status is now torndown due to DeploymentManager action
chaiml-snugstable1-6-12_80796_v2 status is now torndown due to DeploymentManager action