sao10k-mn-12b-lyra-v4a1

developer_uid: sao10k

submission_id: sao10k-mn-12b-lyra-v4a1_v2

model_name: lyra41

model_group: Sao10K/MN-12B-Lyra-v4a1

status: torndown

timestamp: 2024-09-05T15:48:00+00:00

num_battles: 13133

num_wins: 6958

celo_rating: 1262.78

family_friendly_score: 0.0

submission_type: basic

model_repo: Sao10K/MN-12B-Lyra-v4a1

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 512

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6890029277840857, 'latency_mean': 1.4512716162204742, 'latency_p50': 1.4519613981246948, 'latency_p90': 1.6182845830917358}, {'batch_size': 3, 'throughput': 1.3069581944815567, 'latency_mean': 2.286860810518265, 'latency_p50': 2.2844351530075073, 'latency_p90': 2.547550892829895}, {'batch_size': 5, 'throughput': 1.5545807583641187, 'latency_mean': 3.2022209787368774, 'latency_p50': 3.2348639965057373, 'latency_p90': 3.5999825954437257}, {'batch_size': 6, 'throughput': 1.6013016623402776, 'latency_mean': 3.7217323541641236, 'latency_p50': 3.7222198247909546, 'latency_p90': 4.235605788230896}, {'batch_size': 8, 'throughput': 1.5688496823425608, 'latency_mean': 5.067172530889511, 'latency_p50': 5.0726306438446045, 'latency_p90': 5.770679402351379}, {'batch_size': 10, 'throughput': 1.5198218544231639, 'latency_mean': 6.5367644441127775, 'latency_p50': 6.594677925109863, 'latency_p90': 7.445786237716675}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: lyra41

is_internal_developer: False

language_model: Sao10K/MN-12B-Lyra-v4a1

model_size: 13B

ranking_group: single

throughput_3p7s: 1.61

us_pacific_date: 2024-09-05

win_ratio: 0.5298104012792203

generation_params: {'temperature': 0.75, 'top_p': 1.0, 'min_p': 0.1, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '\n\n', '\nYou:', '[/INST]', '<|im_end|>', '</s>'], 'max_input_tokens': 512, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|im_start|>system\n{memory}<im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}[/INST]\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}[/INST]\n', 'user_template': '<|im_start|>user\n{user_name}: {message}[/INST]\n', 'response_template': '<|im_end|>assistant\n{bot_name}:', 'truncate_by_message': False}

Resubmit model

Shutdown handler not registered because Python interpreter is not running in the main thread
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Running pipeline stage MKMLizer
Starting job with name sao10k-mn-12b-lyra-v4a1-v2-mkmlizer
Waiting for job on sao10k-mn-12b-lyra-v4a1-v2-mkmlizer to finish
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: ║     _____            __           __                                ║
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: ║       /___/                                                         ║
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: ║                                                                     ║
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: ║  Version: 0.10.1                                                    ║
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: ║  https://mk1.ai                                                     ║
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: ║                                                                     ║
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: ║  belonging to:                                                      ║
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: ║                                                                     ║
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: ║  Chai Research Corp.                                                ║
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: ║                                                                     ║
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
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sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: Downloaded to shared memory in 27.064s
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpof2qiaue, device:0
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: quantized model in 36.315s
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: Processed model Sao10K/MN-12B-Lyra-v4a1 in 63.379s
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: creating bucket guanaco-mkml-models
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/sao10k-mn-12b-lyra-v4a1-v2
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/sao10k-mn-12b-lyra-v4a1-v2/config.json
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/sao10k-mn-12b-lyra-v4a1-v2/special_tokens_map.json
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/sao10k-mn-12b-lyra-v4a1-v2/tokenizer_config.json
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/sao10k-mn-12b-lyra-v4a1-v2/tokenizer.json
sao10k-mn-12b-lyra-v4a1-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/sao10k-mn-12b-lyra-v4a1-v2/flywheel_model.0.safetensors
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Job sao10k-mn-12b-lyra-v4a1-v2-mkmlizer completed after 84.66s with status: succeeded
Stopping job with name sao10k-mn-12b-lyra-v4a1-v2-mkmlizer
Pipeline stage MKMLizer completed in 86.69s
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Pipeline stage MKMLTemplater completed in 0.10s
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Running pipeline stage MKMLDeployer
Creating inference service sao10k-mn-12b-lyra-v4a1-v2
Waiting for inference service sao10k-mn-12b-lyra-v4a1-v2 to be ready
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Inference service sao10k-mn-12b-lyra-v4a1-v2 ready after 150.63587713241577s
Pipeline stage MKMLDeployer completed in 150.97s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.682926893234253s
Received healthy response to inference request in 2.469393491744995s
Received healthy response to inference request in 3.3010151386260986s
Received healthy response to inference request in 2.7866439819335938s
Received healthy response to inference request in 1.8369154930114746s
5 requests
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5th percentile: 1.9634110927581787
10th percentile: 2.089906692504883
20th percentile: 2.342897891998291
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90th percentile: 3.0952666759490968
95th percentile: 3.1981409072875975
99th percentile: 3.2804402923583984
mean time: 2.615378999710083
Pipeline stage StressChecker completed in 14.34s
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Inference service sao10k-mn-12b-lyra-v4a1-v2-profiler ready after 150.3581485748291s
Pipeline stage MKMLProfilerDeployer completed in 150.75s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/sao10k-mn-12b-lyra-v4a1-v2-profiler-predictor-00001-deployr8ph7:/code/chaiverse_profiler_1725551729 --namespace tenant-chaiml-guanaco
kubectl exec -it sao10k-mn-12b-lyra-v4a1-v2-profiler-predictor-00001-deployr8ph7 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1725551729 && python profiles.py profile --best_of_n 8 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 512 --output_tokens 64 --summary /code/chaiverse_profiler_1725551729/summary.json'
kubectl exec -it sao10k-mn-12b-lyra-v4a1-v2-profiler-predictor-00001-deployr8ph7 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1725551729/summary.json'
Pipeline stage MKMLProfilerRunner completed in 962.03s
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sao10k-mn-12b-lyra-v4a1_v2 status is now torndown due to DeploymentManager action