chaiml-lexical-nemo-v4-1k1e5

submission_id: chaiml-lexical-nemo-v4-1k1e5_v6

developer_uid: chai_backend_admin

alignment_samples: 12528

alignment_score: 2.3839440086747605

best_of: 8

celo_rating: 1252.5

display_name: chaiml-lexical-nemo-v4-1k1e5_v6

formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}

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|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

gpu_counts: {'NVIDIA RTX A5000': 1}

is_internal_developer: True

language_model: ChaiML/Lexical-Nemo-v4-1k1e5

latencies: [{'batch_size': 1, 'throughput': 0.606567376219472, 'latency_mean': 1.6485195684432983, 'latency_p50': 1.655297875404358, 'latency_p90': 1.813048791885376}, {'batch_size': 3, 'throughput': 1.070664525160972, 'latency_mean': 2.800287810564041, 'latency_p50': 2.807565212249756, 'latency_p90': 3.042432165145874}, {'batch_size': 5, 'throughput': 1.2169367008902743, 'latency_mean': 4.089326069355011, 'latency_p50': 4.107648849487305, 'latency_p90': 4.540732955932617}, {'batch_size': 6, 'throughput': 1.2523458003975616, 'latency_mean': 4.7637717354297635, 'latency_p50': 4.773214221000671, 'latency_p90': 5.402345848083496}, {'batch_size': 8, 'throughput': 1.2358361789757917, 'latency_mean': 6.448144631385803, 'latency_p50': 6.47169291973114, 'latency_p90': 7.240998983383179}, {'batch_size': 10, 'throughput': 1.1886017134928646, 'latency_mean': 8.368914403915404, 'latency_p50': 8.372932195663452, 'latency_p90': 9.382874369621277}]

max_input_tokens: 1024

max_output_tokens: 64

model_architecture: MistralForCausalLM

model_group: ChaiML/Lexical-Nemo-v4-1

model_name: chaiml-lexical-nemo-v4-1k1e5_v6

model_num_parameters: 12772070400.0

model_repo: ChaiML/Lexical-Nemo-v4-1k1e5

model_size: 13B

num_battles: 12526

num_wins: 6308

propriety_score: 0.7177570093457943

propriety_total_count: 1070.0

ranking_group: single

status: inactive

submission_type: basic

throughput_3p7s: 1.19

timestamp: 2024-09-13T23:05:23+00:00

us_pacific_date: 2024-09-13

win_ratio: 0.5035925275427111

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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-lexical-nemo-v4-1k1e5-v6-mkmlizer
Waiting for job on chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer to finish
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║     _____            __           __                                ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║       /___/                                                         ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║                                                                     ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║                                                                     ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║                                                                     ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ║                                                                     ║
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: Downloaded to shared memory in 77.417s
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp2_gm_ttn, device:0
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: quantized model in 41.112s
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: Processed model ChaiML/Lexical-Nemo-v4-1k1e5 in 118.529s
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v6
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v6/config.json
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v6/special_tokens_map.json
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v6/tokenizer_config.json
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v6/tokenizer.json
chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v6/flywheel_model.0.safetensors
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Job chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer completed after 146.86s with status: succeeded
Stopping job with name chaiml-lexical-nemo-v4-1k1e5-v6-mkmlizer
Pipeline stage MKMLizer completed in 148.07s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-lexical-nemo-v4-1k1e5-v6
Waiting for inference service chaiml-lexical-nemo-v4-1k1e5-v6 to be ready
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Inference service chaiml-lexical-nemo-v4-1k1e5-v6 ready after 170.81667685508728s
Pipeline stage MKMLDeployer completed in 172.50s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.101212739944458s
Received healthy response to inference request in 3.2524473667144775s
Received healthy response to inference request in 2.561495542526245s
Received healthy response to inference request in 2.4056832790374756s
Received healthy response to inference request in 2.313096761703491s
5 requests
0 failed requests
5th percentile: 2.331614065170288
10th percentile: 2.350131368637085
20th percentile: 2.387165975570679
30th percentile: 2.4368457317352297
40th percentile: 2.4991706371307374
50th percentile: 2.561495542526245
60th percentile: 2.77738242149353
70th percentile: 2.9932693004608155
80th percentile: 3.131459665298462
90th percentile: 3.19195351600647
95th percentile: 3.2222004413604735
99th percentile: 3.2463979816436765
mean time: 2.7267871379852293
Pipeline stage StressChecker completed in 14.59s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 8.54s
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chaiml-lexical-nemo-v4-1k1e5_v6 status is now deployed due to DeploymentManager action
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Inference service chaiml-lexical-nemo-v4-1k1e5-v6-profiler ready after 170.3907368183136s
Pipeline stage MKMLProfilerDeployer completed in 170.74s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-lexical-nemo-5db7656889d0a345e389ad08b8c5bc8e-deplo7zgm2:/code/chaiverse_profiler_1726269279 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-lexical-nemo-5db7656889d0a345e389ad08b8c5bc8e-deplo7zgm2 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726269279 && 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 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1726269279/summary.json'
kubectl exec -it chaiml-lexical-nemo-5db7656889d0a345e389ad08b8c5bc8e-deplo7zgm2 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726269279/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1176.96s
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Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-lexical-nemo-v4-1k1e5-v6-profiler is running
Tearing down inference service chaiml-lexical-nemo-v4-1k1e5-v6-profiler
Service chaiml-lexical-nemo-v4-1k1e5-v6-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 2.04s
Shutdown handler de-registered
chaiml-lexical-nemo-v4-1k1e5_v6 status is now inactive due to auto deactivation removed underperforming models