developer_uid: robert_irvine
submission_id: chaiml-elo-alignment-run-3_v41
model_name: chaiml-elo-alignment-run-3_v41
model_group: ChaiML/elo_alignment_run
status: torndown
timestamp: 2024-09-11T04:16:57+00:00
num_battles: 1098266
num_wins: 583017
celo_rating: 1262.78
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': 0.9119871568465144, '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}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-elo-alignment-run-3_v41
is_internal_developer: True
language_model: ChaiML/elo_alignment_run_3
model_size: 8B
ranking_group: single
throughput_3p7s: 1.97
us_pacific_date: 2024-09-10
win_ratio: 0.5308522707613639
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
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Starting job with name chaiml-elo-alignment-run-3-v41-mkmlizer
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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
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Job chaiml-elo-alignment-run-3-v41-mkmlizer completed after 94.59s with status: succeeded
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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
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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
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5th percentile: 1.7042959213256836
10th percentile: 1.723457670211792
20th percentile: 1.7617811679840087
30th percentile: 1.8905183315277099
40th percentile: 2.1096691608428957
50th percentile: 2.328819990158081
60th percentile: 2.3576810359954834
70th percentile: 2.3865420818328857
80th percentile: 2.4968329429626466
90th percentile: 2.6885536193847654
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mean time: 2.215228796005249
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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'
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