chaiml-elo-alignment-run-3

developer_uid: chai_backend_admin

submission_id: chaiml-elo-alignment-run-3_v44

model_name: chaiml-elo-alignment-run-3_v44

model_group: ChaiML/elo_alignment_run

status: inactive

timestamp: 2024-09-19T21:14:26+00:00

num_battles: 6296905

num_wins: 3267309

celo_rating: 1265.35

family_friendly_score: 0.5649468802498638

family_friendly_standard_error: 0.0023630396083560655

submission_type: basic

model_repo: ChaiML/elo_alignment_run_3

model_architecture: LlamaForCausalLM

model_num_parameters: 8030261248.0

best_of: 16

max_input_tokens: 512

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.9112412284044937, 'latency_mean': 1.0973161149024964, 'latency_p50': 1.0888301134109497, 'latency_p90': 1.2310284852981568}, {'batch_size': 4, 'throughput': 1.7853778603612922, 'latency_mean': 2.2270393168926237, 'latency_p50': 2.2185938358306885, 'latency_p90': 2.4687954902648928}, {'batch_size': 5, 'throughput': 1.8839640292889537, 'latency_mean': 2.6448255491256716, 'latency_p50': 2.6294543743133545, 'latency_p90': 2.9359061479568482}, {'batch_size': 8, 'throughput': 1.9960545468462831, 'latency_mean': 3.9790811669826507, 'latency_p50': 4.014918565750122, 'latency_p90': 4.429268383979797}, {'batch_size': 10, 'throughput': 2.0263711153047232, 'latency_mean': 4.884935563802719, 'latency_p50': 4.898812174797058, 'latency_p90': 5.480685830116272}, {'batch_size': 12, 'throughput': 2.0225917101281596, 'latency_mean': 5.855033124685288, 'latency_p50': 5.848761796951294, 'latency_p90': 6.75855827331543}, {'batch_size': 15, 'throughput': 2.0373126487935846, 'latency_mean': 7.213669549226761, 'latency_p50': 7.276374697685242, 'latency_p90': 8.004050993919373}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-elo-alignment-run-3_v44

is_internal_developer: True

language_model: ChaiML/elo_alignment_run_3

model_size: 8B

ranking_group: single

throughput_3p7s: 1.99

us_pacific_date: 2024-09-19

win_ratio: 0.5188753840180216

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}

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}

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-elo-alignment-run-3-v44-mkmlizer
Waiting for job on chaiml-elo-alignment-run-3-v44-mkmlizer to finish
chaiml-elo-alignment-run-3-v44-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-elo-alignment-run-3-v44-mkmlizer: ║     _____            __           __                                ║
chaiml-elo-alignment-run-3-v44-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-elo-alignment-run-3-v44-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-elo-alignment-run-3-v44-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-elo-alignment-run-3-v44-mkmlizer: ║       /___/                                                         ║
chaiml-elo-alignment-run-3-v44-mkmlizer: ║                                                                     ║
chaiml-elo-alignment-run-3-v44-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-elo-alignment-run-3-v44-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-elo-alignment-run-3-v44-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-elo-alignment-run-3-v44-mkmlizer: ║                                                                     ║
chaiml-elo-alignment-run-3-v44-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-elo-alignment-run-3-v44-mkmlizer: ║  belonging to:                                                      ║
chaiml-elo-alignment-run-3-v44-mkmlizer: ║                                                                     ║
chaiml-elo-alignment-run-3-v44-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-elo-alignment-run-3-v44-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-elo-alignment-run-3-v44-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-elo-alignment-run-3-v44-mkmlizer: ║                                                                     ║
chaiml-elo-alignment-run-3-v44-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-elo-alignment-run-3-v44-mkmlizer: Downloaded to shared memory in 54.652s
chaiml-elo-alignment-run-3-v44-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp0gllgrf4, device:0
chaiml-elo-alignment-run-3-v44-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-elo-alignment-run-3-v44-mkmlizer: quantized model in 28.869s
chaiml-elo-alignment-run-3-v44-mkmlizer: Processed model ChaiML/elo_alignment_run_3 in 83.521s
chaiml-elo-alignment-run-3-v44-mkmlizer: creating bucket guanaco-mkml-models
chaiml-elo-alignment-run-3-v44-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-elo-alignment-run-3-v44-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v44
chaiml-elo-alignment-run-3-v44-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v44/special_tokens_map.json
chaiml-elo-alignment-run-3-v44-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v44/config.json
chaiml-elo-alignment-run-3-v44-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v44/tokenizer_config.json
chaiml-elo-alignment-run-3-v44-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v44/tokenizer.json
chaiml-elo-alignment-run-3-v44-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v44/flywheel_model.0.safetensors
chaiml-elo-alignment-run-3-v44-mkmlizer: 
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Job chaiml-elo-alignment-run-3-v44-mkmlizer completed after 107.56s with status: succeeded
Stopping job with name chaiml-elo-alignment-run-3-v44-mkmlizer
Pipeline stage MKMLizer completed in 108.54s
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Creating inference service chaiml-elo-alignment-run-3-v44
Waiting for inference service chaiml-elo-alignment-run-3-v44 to be ready
Inference service chaiml-elo-alignment-run-3-v44 ready after 30.48172116279602s
Pipeline stage MKMLDeployer completed in 31.36s
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Received healthy response to inference request in 2.033864974975586s
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Received healthy response to inference request in 1.7071800231933594s
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Received healthy response to inference request in 1.8935420513153076s
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Received healthy response to inference request in 2.1129770278930664s
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mean time: 2.060540771484375
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Inference service chaiml-elo-alignment-run-3-v44-profiler ready after 200.45416903495789s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-elo-alignmentc4ed4522a5aa21fd6808fbe2f09c603b-deplodzrqn:/code/chaiverse_profiler_1726780862 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-elo-alignmentc4ed4522a5aa21fd6808fbe2f09c603b-deplodzrqn --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726780862 && 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_1726780862/summary.json'
kubectl exec -it chaiml-elo-alignmentc4ed4522a5aa21fd6808fbe2f09c603b-deplodzrqn --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726780862/summary.json'
Pipeline stage MKMLProfilerRunner completed in 838.70s
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Checking if service chaiml-elo-alignment-run-3-v44-profiler is running
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Service chaiml-elo-alignment-run-3-v44-profiler has been torndown
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