chaiml-elo-alignment-run-3

submission_id: chaiml-elo-alignment-run-3_v41

developer_uid: robert_irvine

alignment_samples: 1110888

alignment_score: -0.10002934259516728

best_of: 16

celo_rating: 1262.62

display_name: chaiml-elo-alignment-run-3_v41

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': 0.95, 'top_p': 1.0, 'min_p': 0.08, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '<|eot_id|>'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}

gpu_counts: {'NVIDIA RTX A5000': 1}

is_internal_developer: True

language_model: ChaiML/elo_alignment_run_3

latencies: [{'batch_size': 1, 'throughput': 0.9119871568465144, 'latency_mean': 1.0964141011238098, 'latency_p50': 1.0969023704528809, 'latency_p90': 1.2179331302642822}, {'batch_size': 4, 'throughput': 1.772915357731385, 'latency_mean': 2.250381056070328, 'latency_p50': 2.240592360496521, 'latency_p90': 2.513550806045532}, {'batch_size': 5, 'throughput': 1.8508812915669717, 'latency_mean': 2.687029730081558, 'latency_p50': 2.6946868896484375, 'latency_p90': 3.029735803604126}, {'batch_size': 8, 'throughput': 1.979408335200181, 'latency_mean': 4.021452668905258, 'latency_p50': 3.966391682624817, 'latency_p90': 4.542020726203918}, {'batch_size': 10, 'throughput': 2.0028744561305443, 'latency_mean': 4.940836870670319, 'latency_p50': 4.9122960567474365, 'latency_p90': 5.730645370483399}, {'batch_size': 12, 'throughput': 2.0223058731654437, 'latency_mean': 5.846102821826935, 'latency_p50': 5.923716068267822, 'latency_p90': 6.695776081085205}, {'batch_size': 15, 'throughput': 2.0060756585669566, 'latency_mean': 7.34603964805603, 'latency_p50': 7.446773052215576, 'latency_p90': 8.18900556564331}]

max_input_tokens: 512

max_output_tokens: 64

model_architecture: LlamaForCausalLM

model_group: ChaiML/elo_alignment_run

model_name: chaiml-elo-alignment-run-3_v41

model_num_parameters: 8030261248.0

model_repo: ChaiML/elo_alignment_run_3

model_size: 8B

num_battles: 1098266

num_wins: 583017

propriety_score: 0.7387488864085524

propriety_total_count: 97657.0

ranking_group: single

status: inactive

submission_type: basic

throughput_3p7s: 1.97

timestamp: 2024-09-11T04:16:57+00:00

us_pacific_date: 2024-09-10

win_ratio: 0.5308522707613639

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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-elo-alignment-run-3-v41-mkmlizer
Waiting for job on chaiml-elo-alignment-run-3-v41-mkmlizer to finish
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-elo-alignment-run-3-v41-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-elo-alignment-run-3-v41-mkmlizer: ║     _____            __           __                                ║
chaiml-elo-alignment-run-3-v41-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-elo-alignment-run-3-v41-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-elo-alignment-run-3-v41-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-elo-alignment-run-3-v41-mkmlizer: ║       /___/                                                         ║
chaiml-elo-alignment-run-3-v41-mkmlizer: ║                                                                     ║
chaiml-elo-alignment-run-3-v41-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-elo-alignment-run-3-v41-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-elo-alignment-run-3-v41-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-elo-alignment-run-3-v41-mkmlizer: ║                                                                     ║
chaiml-elo-alignment-run-3-v41-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-elo-alignment-run-3-v41-mkmlizer: ║  belonging to:                                                      ║
chaiml-elo-alignment-run-3-v41-mkmlizer: ║                                                                     ║
chaiml-elo-alignment-run-3-v41-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-elo-alignment-run-3-v41-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-elo-alignment-run-3-v41-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-elo-alignment-run-3-v41-mkmlizer: ║                                                                     ║
chaiml-elo-alignment-run-3-v41-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-elo-alignment-run-3-v41-mkmlizer: Downloaded to shared memory in 39.274s
chaiml-elo-alignment-run-3-v41-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpvzskkxxd, device:0
chaiml-elo-alignment-run-3-v41-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-elo-alignment-run-3-v41-mkmlizer: quantized model in 28.457s
chaiml-elo-alignment-run-3-v41-mkmlizer: Processed model ChaiML/elo_alignment_run_3 in 67.731s
chaiml-elo-alignment-run-3-v41-mkmlizer: creating bucket guanaco-mkml-models
chaiml-elo-alignment-run-3-v41-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-elo-alignment-run-3-v41-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v41
chaiml-elo-alignment-run-3-v41-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v41/config.json
chaiml-elo-alignment-run-3-v41-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v41/special_tokens_map.json
chaiml-elo-alignment-run-3-v41-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v41/tokenizer_config.json
chaiml-elo-alignment-run-3-v41-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v41/tokenizer.json
chaiml-elo-alignment-run-3-v41-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v41/flywheel_model.0.safetensors
chaiml-elo-alignment-run-3-v41-mkmlizer: 
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Job chaiml-elo-alignment-run-3-v41-mkmlizer completed after 94.59s with status: succeeded
Stopping job with name chaiml-elo-alignment-run-3-v41-mkmlizer
Pipeline stage MKMLizer completed in 95.40s
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Pipeline stage MKMLTemplater completed in 0.08s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-elo-alignment-run-3-v41
Waiting for inference service chaiml-elo-alignment-run-3-v41 to be ready
Failed to get response for submission chaiml-llama-8b-pairwis_8189_v19: ('http://chaiml-llama-8b-pairwis-8189-v19-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'readfrom tcp 127.0.0.1:57394->127.0.0.1:8080: write tcp 127.0.0.1:57394->127.0.0.1:8080: use of closed network connection\n')
Inference service chaiml-elo-alignment-run-3-v41 ready after 161.07205533981323s
Pipeline stage MKMLDeployer completed in 161.51s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.8802742958068848s
Received healthy response to inference request in 1.7809429168701172s
Received healthy response to inference request in 2.400972604751587s
Received healthy response to inference request in 2.328819990158081s
Received healthy response to inference request in 1.6851341724395752s
5 requests
0 failed requests
5th percentile: 1.7042959213256836
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90th percentile: 2.6885536193847654
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99th percentile: 2.8611022281646727
mean time: 2.215228796005249
Pipeline stage StressChecker completed in 12.30s
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Inference service chaiml-elo-alignment-run-3-v41-profiler ready after 160.40181756019592s
Pipeline stage MKMLProfilerDeployer completed in 160.73s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-elo-alignment728fa11ae88f3cda31af6481a458414f-deplo6sgn9:/code/chaiverse_profiler_1726028706 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-elo-alignment728fa11ae88f3cda31af6481a458414f-deplo6sgn9 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726028706 && python profiles.py profile --best_of_n 16 --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_1726028706/summary.json'
kubectl exec -it chaiml-elo-alignment728fa11ae88f3cda31af6481a458414f-deplo6sgn9 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726028706/summary.json'
Pipeline stage MKMLProfilerRunner completed in 844.27s
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Checking if service chaiml-elo-alignment-run-3-v41-profiler is running
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Service chaiml-elo-alignment-run-3-v41-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 1.74s
Shutdown handler de-registered
chaiml-elo-alignment-run-3_v41 status is now inactive due to auto deactivation removed underperforming models