chaiml-dpo-training-alb_15532

developer_uid: azuruce

submission_id: chaiml-dpo-training-alb_15532_v1

model_name: chaiml-dpo-training-alb_15532_v1

model_group: ChaiML/dpo-training-albe

status: torndown

timestamp: 2025-01-07T23:08:38+00:00

num_battles: 10594

num_wins: 4901

celo_rating: 1241.57

family_friendly_score: 0.5908

family_friendly_standard_error: 0.006953493510459329

submission_type: basic

model_repo: ChaiML/dpo-training-albert-2n2g

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.6378736482519511, 'latency_mean': 1.5676490867137909, 'latency_p50': 1.566117763519287, 'latency_p90': 1.714979100227356}, {'batch_size': 3, 'throughput': 1.2648349577263025, 'latency_mean': 2.3695253455638885, 'latency_p50': 2.3806774616241455, 'latency_p90': 2.5708618879318235}, {'batch_size': 5, 'throughput': 1.5987688313904085, 'latency_mean': 3.1105642426013946, 'latency_p50': 3.1149203777313232, 'latency_p90': 3.4775726079940794}, {'batch_size': 6, 'throughput': 1.7138160466801482, 'latency_mean': 3.4788966715335845, 'latency_p50': 3.4811453819274902, 'latency_p90': 3.907578730583191}, {'batch_size': 8, 'throughput': 1.8557401304046544, 'latency_mean': 4.283623377084732, 'latency_p50': 4.288382411003113, 'latency_p90': 4.7625867366790775}, {'batch_size': 10, 'throughput': 1.9518909937560722, 'latency_mean': 5.083827506303788, 'latency_p50': 5.066975712776184, 'latency_p90': 5.751632928848267}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-dpo-training-alb_15532_v1

is_internal_developer: False

language_model: ChaiML/dpo-training-albert-2n2g

model_size: 13B

ranking_group: single

throughput_3p7s: 1.77

us_pacific_date: 2025-01-07

win_ratio: 0.46262035114215594

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 100, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['Bot:', '<|im_end|>', 'User:', 'You:', '\n', 'Me', '</s>', '####', '<|eot_id|>'], 'max_input_tokens': 1024, 'best_of': 4, '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
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-dpo-training-alb-15532-v1-mkmlizer
Waiting for job on chaiml-dpo-training-alb-15532-v1-mkmlizer to finish
chaiml-dpo-training-alb-15532-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-dpo-training-alb-15532-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-dpo-training-alb-15532-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-dpo-training-alb-15532-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-dpo-training-alb-15532-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-dpo-training-alb-15532-v1-mkmlizer: ║       /___/                                                         ║
chaiml-dpo-training-alb-15532-v1-mkmlizer: ║                                                                     ║
chaiml-dpo-training-alb-15532-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-dpo-training-alb-15532-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-dpo-training-alb-15532-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-dpo-training-alb-15532-v1-mkmlizer: ║                                                                     ║
chaiml-dpo-training-alb-15532-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-dpo-training-alb-15532-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-dpo-training-alb-15532-v1-mkmlizer: ║                                                                     ║
chaiml-dpo-training-alb-15532-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-dpo-training-alb-15532-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-dpo-training-alb-15532-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-dpo-training-alb-15532-v1-mkmlizer: ║                                                                     ║
chaiml-dpo-training-alb-15532-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-dpo-training-alb-15532-v1-mkmlizer: Downloaded to shared memory in 47.643s
chaiml-dpo-training-alb-15532-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpyqiln_hi, device:0
chaiml-dpo-training-alb-15532-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-dpo-training-alb-15532-v1-mkmlizer: quantized model in 36.459s
chaiml-dpo-training-alb-15532-v1-mkmlizer: Processed model ChaiML/dpo-training-albert-2n2g in 84.103s
chaiml-dpo-training-alb-15532-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-dpo-training-alb-15532-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-dpo-training-alb-15532-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-dpo-training-alb-15532-v1
chaiml-dpo-training-alb-15532-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-dpo-training-alb-15532-v1/config.json
chaiml-dpo-training-alb-15532-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-dpo-training-alb-15532-v1/special_tokens_map.json
chaiml-dpo-training-alb-15532-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-dpo-training-alb-15532-v1/tokenizer_config.json
chaiml-dpo-training-alb-15532-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-dpo-training-alb-15532-v1/tokenizer.json
chaiml-dpo-training-alb-15532-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-dpo-training-alb-15532-v1/flywheel_model.0.safetensors
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Job chaiml-dpo-training-alb-15532-v1-mkmlizer completed after 114.43s with status: succeeded
Stopping job with name chaiml-dpo-training-alb-15532-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.01s
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Creating inference service chaiml-dpo-training-alb-15532-v1
Waiting for inference service chaiml-dpo-training-alb-15532-v1 to be ready
Inference service chaiml-dpo-training-alb-15532-v1 ready after 341.30884623527527s
Pipeline stage MKMLDeployer completed in 341.87s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.5643959045410156s
Received healthy response to inference request in 0.9480502605438232s
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Received healthy response to inference request in 1.3934588432312012s
Received healthy response to inference request in 1.0967864990234375s
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mean time: 1.1492094039916991
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