chaiml-albert-dpo-0912-v_9673

submission_id: chaiml-albert-dpo-0912-v_9673_v1
developer_uid: chai_backend_admin
best_of: 8
celo_rating: 1252.23
display_name: ai-disagree-with-user
family_friendly_score: 0.0
formatter: {'memory_template': '', 'prompt_template': '', '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/albert_dpo_0912_virgo_edit_variety_ai_disagree_with_user
latencies: [{'batch_size': 1, 'throughput': 0.6079225562218308, 'latency_mean': 1.6448674631118774, 'latency_p50': 1.657462477684021, 'latency_p90': 1.8023300647735596}, {'batch_size': 3, 'throughput': 1.0787628245948764, 'latency_mean': 2.777008732557297, 'latency_p50': 2.7734360694885254, 'latency_p90': 3.0463658094406125}, {'batch_size': 5, 'throughput': 1.2352297575002273, 'latency_mean': 4.044561815261841, 'latency_p50': 4.008437752723694, 'latency_p90': 4.608502650260926}, {'batch_size': 6, 'throughput': 1.2582546068103975, 'latency_mean': 4.744158926010132, 'latency_p50': 4.813750624656677, 'latency_p90': 5.272963976860046}, {'batch_size': 8, 'throughput': 1.2321653142125635, 'latency_mean': 6.450395438671112, 'latency_p50': 6.4829347133636475, 'latency_p90': 7.3358025550842285}, {'batch_size': 10, 'throughput': 1.1960127409011645, 'latency_mean': 8.311051261425018, 'latency_p50': 8.330715417861938, 'latency_p90': 9.511400485038758}]
max_input_tokens: 1024
max_output_tokens: 64
model_architecture: MistralForCausalLM
model_group: ChaiML/albert_dpo_0912_v
model_name: ai-disagree-with-user
model_num_parameters: 12772070400.0
model_repo: ChaiML/albert_dpo_0912_virgo_edit_variety_ai_disagree_with_user
model_size: 13B
num_battles: 11272
num_wins: 5735
ranking_group: single
status: torndown
submission_type: basic
throughput_3p7s: 1.2
timestamp: 2024-09-13T20:02:06+00:00
us_pacific_date: 2024-09-13
win_ratio: 0.5087828246983677
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
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Running pipeline stage MKMLizer
Starting job with name chaiml-albert-dpo-0912-v-9673-v1-mkmlizer
Waiting for job on chaiml-albert-dpo-0912-v-9673-v1-mkmlizer to finish
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chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: ║       /___/                                                         ║
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: Downloaded to shared memory in 91.400s
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp6lg1zw2b, device:0
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: quantized model in 40.375s
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: Processed model ChaiML/albert_dpo_0912_virgo_edit_variety_ai_disagree_with_user in 131.775s
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-9673-v1
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-9673-v1/config.json
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-9673-v1/special_tokens_map.json
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-9673-v1/tokenizer_config.json
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-9673-v1/tokenizer.json
chaiml-albert-dpo-0912-v-9673-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-9673-v1/flywheel_model.0.safetensors
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Job chaiml-albert-dpo-0912-v-9673-v1-mkmlizer completed after 156.71s with status: succeeded
Stopping job with name chaiml-albert-dpo-0912-v-9673-v1-mkmlizer
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Inference service chaiml-albert-dpo-0912-v-9673-v1 ready after 191.3658103942871s
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Failed to get response for submission chaiml-elo-alignment-run-3_v41: ('http://chaiml-elo-alignment-run-3-v41-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:53738->127.0.0.1:8080: read: connection reset by peer\n')
Received healthy response to inference request in 3.0198090076446533s
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Received healthy response to inference request in 1.6334125995635986s
Received healthy response to inference request in 1.853745460510254s
Received healthy response to inference request in 1.836479663848877s
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5th percentile: 1.3929831027984618
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-albert-dpo-096f5bd9e760888272b4e632aa5e4e2b94-deplo7kw4g:/code/chaiverse_profiler_1726258331 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-albert-dpo-096f5bd9e760888272b4e632aa5e4e2b94-deplo7kw4g --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726258331 && 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_1726258331/summary.json'
kubectl exec -it chaiml-albert-dpo-096f5bd9e760888272b4e632aa5e4e2b94-deplo7kw4g --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726258331/summary.json'
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50th percentile: 3.2941057682037354
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Pipeline stage MKMLDeleter completed in 66.07s
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60th percentile: 3.50522198677063
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Pipeline stage MKMLDeleter completed in 86.49s
70th percentile: 3.7163382053375242
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80th percentile: 3.979185914993286
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