chaiml-albert-dpo-0912-v_5607

developer_uid: chai_backend_admin
submission_id: chaiml-albert-dpo-0912-v_5607_v3
model_name: 0913-nemo-random
model_group: ChaiML/albert_dpo_0912_v
status: torndown
timestamp: 2024-09-13T23:56:30+00:00
num_battles: 12432
num_wins: 6305
celo_rating: 1255.39
family_friendly_score: 0.0
submission_type: basic
model_repo: ChaiML/albert_dpo_0912_virgo_edit_variety_random
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6111920730525656, 'latency_mean': 1.6360505151748657, 'latency_p50': 1.6390955448150635, 'latency_p90': 1.7987725734710693}, {'batch_size': 3, 'throughput': 1.0888985277087222, 'latency_mean': 2.74685533285141, 'latency_p50': 2.7516528367996216, 'latency_p90': 3.0292430639266965}, {'batch_size': 5, 'throughput': 1.2446981471507763, 'latency_mean': 4.002572085857391, 'latency_p50': 4.01083505153656, 'latency_p90': 4.461162829399109}, {'batch_size': 6, 'throughput': 1.2552010024516498, 'latency_mean': 4.759350061416626, 'latency_p50': 4.801741719245911, 'latency_p90': 5.388632225990295}, {'batch_size': 8, 'throughput': 1.2518287641950345, 'latency_mean': 6.370360888242722, 'latency_p50': 6.3653178215026855, 'latency_p90': 7.184574246406555}, {'batch_size': 10, 'throughput': 1.2090998800199482, 'latency_mean': 8.218730434179307, 'latency_p50': 8.258237481117249, 'latency_p90': 9.364051580429077}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: 0913-nemo-random
is_internal_developer: True
language_model: ChaiML/albert_dpo_0912_virgo_edit_variety_random
model_size: 13B
ranking_group: single
throughput_3p7s: 1.22
us_pacific_date: 2024-09-13
win_ratio: 0.5071589446589446
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': 'Bot Name: {bot_name}\n####\n', 'prompt_template': '', '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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Running pipeline stage MKMLizer
Starting job with name chaiml-albert-dpo-0912-v-5607-v3-mkmlizer
Waiting for job on chaiml-albert-dpo-0912-v-5607-v3-mkmlizer to finish
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: ║     _____            __           __                                ║
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: ║       /___/                                                         ║
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: Downloaded to shared memory in 58.323s
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp3cs6m8pw, device:0
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission blend_sanen_2024-09-09: ('http://zonemercy-virgo-edit-v1-1e5-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:49326->127.0.0.1:8080: read: connection reset by peer\n')
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: quantized model in 40.751s
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: Processed model ChaiML/albert_dpo_0912_virgo_edit_variety_random in 99.075s
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-5607-v3
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-5607-v3/tokenizer_config.json
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-5607-v3/tokenizer.json
chaiml-albert-dpo-0912-v-5607-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-5607-v3/flywheel_model.0.safetensors
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Job chaiml-albert-dpo-0912-v-5607-v3-mkmlizer completed after 117.93s with status: succeeded
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-albert-dpo-09d487659be655c48c0fa86121b0e4b167-deplonxz7z:/code/chaiverse_profiler_1726272323 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-albert-dpo-09d487659be655c48c0fa86121b0e4b167-deplonxz7z --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726272323 && 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_1726272323/summary.json'
kubectl exec -it chaiml-albert-dpo-09d487659be655c48c0fa86121b0e4b167-deplonxz7z --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726272323/summary.json'
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