developer_uid: robert_irvine
submission_id: chaiml-elo-alignment-run-3_v42
model_name: chaiml-elo-alignment-run-3_v42
model_group: ChaiML/elo_alignment_run
status: torndown
timestamp: 2024-09-11T04:22:07+00:00
num_battles: 749077
num_wins: 374034
celo_rating: 1262.13
family_friendly_score: 0.0
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': 0.9017464213116528, 'latency_mean': 1.1088656568527222, 'latency_p50': 1.1152373552322388, 'latency_p90': 1.2329012870788574}, {'batch_size': 4, 'throughput': 1.8165891164431105, 'latency_mean': 2.184747577905655, 'latency_p50': 2.188939332962036, 'latency_p90': 2.4059891223907472}, {'batch_size': 5, 'throughput': 1.8860659634067622, 'latency_mean': 2.643401815891266, 'latency_p50': 2.656217336654663, 'latency_p90': 2.9462040424346925}, {'batch_size': 8, 'throughput': 2.0272760566743444, 'latency_mean': 3.9193231856822965, 'latency_p50': 3.940696954727173, 'latency_p90': 4.446785140037536}, {'batch_size': 10, 'throughput': 2.02905747044497, 'latency_mean': 4.88017329454422, 'latency_p50': 4.885567784309387, 'latency_p90': 5.725162172317504}, {'batch_size': 12, 'throughput': 2.043719819021895, 'latency_mean': 5.796779420375824, 'latency_p50': 5.818976283073425, 'latency_p90': 6.693626189231872}, {'batch_size': 15, 'throughput': 2.0240405973233777, 'latency_mean': 7.277918692827225, 'latency_p50': 7.413776636123657, 'latency_p90': 8.082056832313537}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-elo-alignment-run-3_v42
is_internal_developer: True
language_model: ChaiML/elo_alignment_run_3
model_size: 8B
ranking_group: single
throughput_3p7s: 2.02
us_pacific_date: 2024-09-10
win_ratio: 0.4993265044848527
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-v42-mkmlizer
Waiting for job on chaiml-elo-alignment-run-3-v42-mkmlizer to finish
chaiml-elo-alignment-run-3-v42-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-elo-alignment-run-3-v42-mkmlizer: ║     _____            __           __                                ║
chaiml-elo-alignment-run-3-v42-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-elo-alignment-run-3-v42-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-elo-alignment-run-3-v42-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-elo-alignment-run-3-v42-mkmlizer: ║       /___/                                                         ║
chaiml-elo-alignment-run-3-v42-mkmlizer: ║                                                                     ║
chaiml-elo-alignment-run-3-v42-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-elo-alignment-run-3-v42-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-elo-alignment-run-3-v42-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-elo-alignment-run-3-v42-mkmlizer: ║                                                                     ║
chaiml-elo-alignment-run-3-v42-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-elo-alignment-run-3-v42-mkmlizer: ║  belonging to:                                                      ║
chaiml-elo-alignment-run-3-v42-mkmlizer: ║                                                                     ║
chaiml-elo-alignment-run-3-v42-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-elo-alignment-run-3-v42-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-elo-alignment-run-3-v42-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-elo-alignment-run-3-v42-mkmlizer: ║                                                                     ║
chaiml-elo-alignment-run-3-v42-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-elo-alignment-run-3-v42-mkmlizer: Downloaded to shared memory in 37.048s
chaiml-elo-alignment-run-3-v42-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpfj6g6v6r, device:0
chaiml-elo-alignment-run-3-v42-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-elo-alignment-run-3-v42-mkmlizer: creating bucket guanaco-mkml-models
chaiml-elo-alignment-run-3-v42-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-elo-alignment-run-3-v42-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v42
chaiml-elo-alignment-run-3-v42-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v42/config.json
chaiml-elo-alignment-run-3-v42-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v42/tokenizer_config.json
chaiml-elo-alignment-run-3-v42-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v42/special_tokens_map.json
chaiml-elo-alignment-run-3-v42-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v42/tokenizer.json
chaiml-elo-alignment-run-3-v42-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-elo-alignment-run-3-v42/flywheel_model.0.safetensors
chaiml-elo-alignment-run-3-v42-mkmlizer: 
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Job chaiml-elo-alignment-run-3-v42-mkmlizer completed after 83.95s with status: succeeded
Stopping job with name chaiml-elo-alignment-run-3-v42-mkmlizer
Pipeline stage MKMLizer completed in 84.80s
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Creating inference service chaiml-elo-alignment-run-3-v42
Waiting for inference service chaiml-elo-alignment-run-3-v42 to be ready
Failed to get response for submission chaiml-elo-alignment-run-3_v36: ('http://chaiml-llama-8b-pairwis-8189-v19-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:33312->127.0.0.1:8080: read: connection reset by peer\n')
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Inference service chaiml-elo-alignment-run-3-v42 ready after 161.2247416973114s
Pipeline stage MKMLDeployer completed in 161.72s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.1431784629821777s
Received healthy response to inference request in 1.6016850471496582s
Received healthy response to inference request in 1.793576717376709s
Received healthy response to inference request in 2.063054084777832s
Received healthy response to inference request in 1.4301998615264893s
5 requests
0 failed requests
5th percentile: 1.464496898651123
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20th percentile: 1.5673880100250244
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95th percentile: 2.1271535873413088
99th percentile: 2.1399734878540038
mean time: 1.8063388347625733
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Inference service chaiml-elo-alignment-run-3-v42-profiler ready after 160.38072848320007s
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-alignmentbbaaf345b574af97d25843a6a2e22991-deplofvr5b:/code/chaiverse_profiler_1726028993 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-elo-alignmentbbaaf345b574af97d25843a6a2e22991-deplofvr5b --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726028993 && 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_1726028993/summary.json'
kubectl exec -it chaiml-elo-alignmentbbaaf345b574af97d25843a6a2e22991-deplofvr5b --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726028993/summary.json'
Pipeline stage MKMLProfilerRunner completed in 836.70s
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