chaiml-albert-dpo-0912-v_8296

developer_uid: chai_backend_admin
submission_id: chaiml-albert-dpo-0912-v_8296_v2
model_name: dpo-ai-selected
model_group: ChaiML/albert_dpo_0912_v
status: torndown
timestamp: 2024-09-13T19:37:26+00:00
num_battles: 10349
num_wins: 5103
celo_rating: 1241.19
family_friendly_score: 0.0
submission_type: basic
model_repo: ChaiML/albert_dpo_0912_virgo_edit_ai_selected
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6098770314778904, 'latency_mean': 1.639603341817856, 'latency_p50': 1.6371160745620728, 'latency_p90': 1.8051660060882568}, {'batch_size': 3, 'throughput': 1.0882073627316602, 'latency_mean': 2.7534224820137023, 'latency_p50': 2.7616323232650757, 'latency_p90': 3.1327243089675902}, {'batch_size': 5, 'throughput': 1.2406255555641532, 'latency_mean': 4.013156788349152, 'latency_p50': 4.021720051765442, 'latency_p90': 4.4970884084701535}, {'batch_size': 6, 'throughput': 1.252900883369407, 'latency_mean': 4.753998689651489, 'latency_p50': 4.7646872997283936, 'latency_p90': 5.334369421005249}, {'batch_size': 8, 'throughput': 1.2486199715572246, 'latency_mean': 6.377750829458237, 'latency_p50': 6.3767207860946655, 'latency_p90': 7.228785181045533}, {'batch_size': 10, 'throughput': 1.2131839144247731, 'latency_mean': 8.186402390003204, 'latency_p50': 8.200952291488647, 'latency_p90': 9.201326751708985}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: dpo-ai-selected
is_internal_developer: True
language_model: ChaiML/albert_dpo_0912_virgo_edit_ai_selected
model_size: 13B
ranking_group: single
throughput_3p7s: 1.22
us_pacific_date: 2024-09-13
win_ratio: 0.4930911199149676
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}
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}
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-8296-v2-mkmlizer
Waiting for job on chaiml-albert-dpo-0912-v-8296-v2-mkmlizer to finish
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Failed to get response for submission mistralai-mixtral-8x7b_3473_v136: ('http://mistralai-mixtral-8x7b-3473-v136-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:47432->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: ║       /___/                                                         ║
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: Downloaded to shared memory in 60.705s
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp5ra_tzz9, device:0
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: quantized model in 40.620s
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: Processed model ChaiML/albert_dpo_0912_virgo_edit_ai_selected in 101.325s
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-8296-v2
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-8296-v2/config.json
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-8296-v2/special_tokens_map.json
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-8296-v2/tokenizer_config.json
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-8296-v2/tokenizer.json
chaiml-albert-dpo-0912-v-8296-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-8296-v2/flywheel_model.0.safetensors
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Job chaiml-albert-dpo-0912-v-8296-v2-mkmlizer completed after 126.65s with status: succeeded
Stopping job with name chaiml-albert-dpo-0912-v-8296-v2-mkmlizer
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Inference service chaiml-albert-dpo-0912-v-8296-v2 ready after 191.08416056632996s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-albert-dpo-09321b7e1ccf12b6bb835dbf41b1b92443-deploqh6nr:/code/chaiverse_profiler_1726256810 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-albert-dpo-09321b7e1ccf12b6bb835dbf41b1b92443-deploqh6nr --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726256810 && 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_1726256810/summary.json'
kubectl exec -it chaiml-albert-dpo-09321b7e1ccf12b6bb835dbf41b1b92443-deploqh6nr --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726256810/summary.json'
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50th percentile: 3.2941057682037354
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70th percentile: 3.7163382053375242
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