chaiml-albert-dpo-0912-v_2353

developer_uid: azuruce
submission_id: chaiml-albert-dpo-0912-v_2353_v3
model_name: ai-improved
model_group: ChaiML/albert_dpo_0912_v
status: torndown
timestamp: 2024-09-15T05:33:33+00:00
num_battles: 11632
num_wins: 3826
celo_rating: 1125.11
family_friendly_score: 0.0
submission_type: basic
model_repo: ChaiML/albert_dpo_0912_virgo_edit_improved
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6245591766981019, 'latency_mean': 1.601034265756607, 'latency_p50': 1.588258981704712, 'latency_p90': 1.7865989446640014}, {'batch_size': 3, 'throughput': 1.0786275990435643, 'latency_mean': 2.7714994561672213, 'latency_p50': 2.759498953819275, 'latency_p90': 3.0362457275390624}, {'batch_size': 5, 'throughput': 1.2466576081194531, 'latency_mean': 4.0014718770980835, 'latency_p50': 3.999752998352051, 'latency_p90': 4.505278944969177}, {'batch_size': 6, 'throughput': 1.2630663556108874, 'latency_mean': 4.728247499465942, 'latency_p50': 4.783358216285706, 'latency_p90': 5.305705213546753}, {'batch_size': 8, 'throughput': 1.250182275227513, 'latency_mean': 6.35460626244545, 'latency_p50': 6.397478699684143, 'latency_p90': 7.209334754943848}, {'batch_size': 10, 'throughput': 1.2225470170430668, 'latency_mean': 8.139923516511917, 'latency_p50': 8.213266134262085, 'latency_p90': 9.15675799846649}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: ai-improved
is_internal_developer: True
language_model: ChaiML/albert_dpo_0912_virgo_edit_improved
model_size: 13B
ranking_group: single
throughput_3p7s: 1.22
us_pacific_date: 2024-09-14
win_ratio: 0.32892022008253097
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: {message}\n', 'user_template': 'User: {message}\n', 'response_template': 'Bot:', '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-2353-v3-mkmlizer
Waiting for job on chaiml-albert-dpo-0912-v-2353-v3-mkmlizer to finish
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: ║     _____            __           __                                ║
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: ║       /___/                                                         ║
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: ║  Version: 0.10.1                                                    ║
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: ║                                                                     ║
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
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Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: Downloaded to shared memory in 55.242s
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpzeffwkxz, device:0
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: quantized model in 40.672s
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: Processed model ChaiML/albert_dpo_0912_virgo_edit_improved in 95.914s
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-2353-v3
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-2353-v3/config.json
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-2353-v3/special_tokens_map.json
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-2353-v3/tokenizer_config.json
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-2353-v3/tokenizer.json
chaiml-albert-dpo-0912-v-2353-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-albert-dpo-0912-v-2353-v3/flywheel_model.0.safetensors
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Job chaiml-albert-dpo-0912-v-2353-v3-mkmlizer completed after 126.75s with status: succeeded
Stopping job with name chaiml-albert-dpo-0912-v-2353-v3-mkmlizer
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Creating inference service chaiml-albert-dpo-0912-v-2353-v3
Waiting for inference service chaiml-albert-dpo-0912-v-2353-v3 to be ready
Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
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Inference service chaiml-albert-dpo-0912-v-2353-v3 ready after 170.61683917045593s
Pipeline stage MKMLDeployer completed in 171.93s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3099896907806396s
Received healthy response to inference request in 1.5224871635437012s
Received healthy response to inference request in 1.233001470565796s
Received healthy response to inference request in 1.3540418148040771s
Received healthy response to inference request in 1.7074291706085205s
5 requests
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5th percentile: 1.2572095394134521
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mean time: 1.625389862060547
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Inference service chaiml-albert-dpo-0912-v-2353-v3-profiler ready after 170.4178433418274s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-albert-dpo-09dbec6b564e1b62b7ca3b41c51854c296-deplozxckk:/code/chaiverse_profiler_1726378940 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-albert-dpo-09dbec6b564e1b62b7ca3b41c51854c296-deplozxckk --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726378940 && 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_1726378940/summary.json'
kubectl exec -it chaiml-albert-dpo-09dbec6b564e1b62b7ca3b41c51854c296-deplozxckk --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726378940/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1158.19s
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nousresearch-meta-llama-4939-v63-mkmlizer: ║                                                                     ║
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