chaiml-lexens-v1-12b01e5r256

developer_uid: zonemercy

submission_id: chaiml-lexens-v1-12b01e5r256_v2

model_name: tempv1-3

model_group: ChaiML/LexEns-v1-12b01e5

status: inactive

timestamp: 2024-12-10T17:34:24+00:00

num_battles: 12932

num_wins: 6655

celo_rating: 1271.56

family_friendly_score: 0.5992

family_friendly_standard_error: 0.0069305030120475385

submission_type: basic

model_repo: ChaiML/LexEns-v1-12b01e5r256

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6427438314009526, 'latency_mean': 1.555734280347824, 'latency_p50': 1.555246114730835, 'latency_p90': 1.7137242317199706}, {'batch_size': 3, 'throughput': 1.2741472728599943, 'latency_mean': 2.3500366377830506, 'latency_p50': 2.3447000980377197, 'latency_p90': 2.584754967689514}, {'batch_size': 5, 'throughput': 1.605308376917145, 'latency_mean': 3.102176500558853, 'latency_p50': 3.0912528038024902, 'latency_p90': 3.5421532154083253}, {'batch_size': 6, 'throughput': 1.7035898624822536, 'latency_mean': 3.4954160475730895, 'latency_p50': 3.507521629333496, 'latency_p90': 3.9278387308120726}, {'batch_size': 8, 'throughput': 1.862004535179565, 'latency_mean': 4.2668934762477875, 'latency_p50': 4.245768189430237, 'latency_p90': 4.927556991577148}, {'batch_size': 10, 'throughput': 1.9432039007866535, 'latency_mean': 5.111527342796325, 'latency_p50': 5.1296292543411255, 'latency_p90': 5.732844185829163}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: tempv1-3

is_internal_developer: True

language_model: ChaiML/LexEns-v1-12b01e5r256

model_size: 13B

ranking_group: single

throughput_3p7s: 1.76

us_pacific_date: 2024-12-10

win_ratio: 0.5146149087534797

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', '</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-lexens-v1-12b01e5r256-v2-mkmlizer
Waiting for job on chaiml-lexens-v1-12b01e5r256-v2-mkmlizer to finish
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: ║       /___/                                                         ║
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: ║                                                                     ║
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: ║                                                                     ║
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: ║                                                                     ║
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: ║                                                                     ║
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: Downloaded to shared memory in 42.449s
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpgydspz_p, device:0
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: quantized model in 37.951s
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: Processed model ChaiML/LexEns-v1-12b01e5r256 in 80.401s
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-lexens-v1-12b01e5r256-v2
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-lexens-v1-12b01e5r256-v2/config.json
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-lexens-v1-12b01e5r256-v2/special_tokens_map.json
chaiml-lexens-v1-12b01e5r256-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-lexens-v1-12b01e5r256-v2/flywheel_model.0.safetensors
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Job chaiml-lexens-v1-12b01e5r256-v2-mkmlizer completed after 115.43s with status: succeeded
Stopping job with name chaiml-lexens-v1-12b01e5r256-v2-mkmlizer
Pipeline stage MKMLizer completed in 116.03s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-lexens-v1-12b01e5r256-v2
Waiting for inference service chaiml-lexens-v1-12b01e5r256-v2 to be ready
Connection pool is full, discarding connection: %s. Connection pool size: %s
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Inference service chaiml-lexens-v1-12b01e5r256-v2 ready after 180.7077875137329s
Pipeline stage MKMLDeployer completed in 181.24s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.8149712085723877s
Received healthy response to inference request in 1.7658138275146484s
Received healthy response to inference request in 1.4672226905822754s
Received healthy response to inference request in 1.2371110916137695s
Received healthy response to inference request in 1.460641860961914s
5 requests
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5th percentile: 1.2818172454833985
10th percentile: 1.3265233993530274
20th percentile: 1.4159357070922851
30th percentile: 1.4619580268859864
40th percentile: 1.464590358734131
50th percentile: 1.4672226905822754
60th percentile: 1.5866591453552246
70th percentile: 1.7060956001281737
80th percentile: 1.7756453037261963
90th percentile: 1.795308256149292
95th percentile: 1.8051397323608398
99th percentile: 1.813004913330078
mean time: 1.549152135848999
Pipeline stage StressChecker completed in 9.18s
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Creating inference service chaiml-lexens-v1-12b01e5r256-v2-profiler
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2523.35s
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chaiml-lexens-v1-12b01e5r256_v2 status is now inactive due to auto deactivation removed underperforming models