cloudyu-chaiml-nemo-dpo-v6

developer_uid: cloudyu

submission_id: cloudyu-chaiml-nemo-dpo-v6_v10

model_name: cloudyu-chaiml-nemo-dpo-v6_v8

model_group: cloudyu/ChaiML-Nemo-DPO-

status: inactive

timestamp: 2024-11-25T21:49:35+00:00

num_battles: 16864

num_wins: 8412

celo_rating: 1260.51

family_friendly_score: 0.5622

family_friendly_standard_error: 0.007016140819567407

submission_type: basic

model_repo: cloudyu/ChaiML-Nemo-DPO-V6

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6101773102317569, 'latency_mean': 1.6388076758384704, 'latency_p50': 1.6531736850738525, 'latency_p90': 1.804084348678589}, {'batch_size': 3, 'throughput': 1.1308902133971055, 'latency_mean': 2.644706120491028, 'latency_p50': 2.636131763458252, 'latency_p90': 2.892508029937744}, {'batch_size': 5, 'throughput': 1.3633487621925322, 'latency_mean': 3.651415476799011, 'latency_p50': 3.7006454467773438, 'latency_p90': 4.013779783248902}, {'batch_size': 6, 'throughput': 1.4338819650468844, 'latency_mean': 4.166627731323242, 'latency_p50': 4.153972029685974, 'latency_p90': 4.6549277067184445}, {'batch_size': 8, 'throughput': 1.5220872363854965, 'latency_mean': 5.225780618190766, 'latency_p50': 5.205566048622131, 'latency_p90': 5.889329957962036}, {'batch_size': 10, 'throughput': 1.5275745193419865, 'latency_mean': 6.483234250545502, 'latency_p50': 6.548320889472961, 'latency_p90': 7.348974680900573}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-chaiml-nemo-dpo-v6_v8

is_internal_developer: False

language_model: cloudyu/ChaiML-Nemo-DPO-V6

model_size: 13B

ranking_group: single

throughput_3p7s: 1.38

us_pacific_date: 2024-11-25

win_ratio: 0.4988140417457306

generation_params: {'temperature': 0.95, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', 'Bot:', 'User:', 'You:', 'Me:'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', '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 cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer to finish
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: ║     _____            __           __                                ║
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: ║       /___/                                                         ║
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: ║  belonging to:                                                      ║
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
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cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: Downloaded to shared memory in 32.724s
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpjnxonxfh, device:0
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: quantized model in 35.821s
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V6 in 68.545s
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v6-v10
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v6-v10/config.json
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v6-v10/special_tokens_map.json
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v6-v10/tokenizer_config.json
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v6-v10/tokenizer.json
cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v6-v10/flywheel_model.0.safetensors
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Job cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer completed after 93.95s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v6-v10-mkmlizer
Pipeline stage MKMLizer completed in 94.50s
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Inference service cloudyu-chaiml-nemo-dpo-v6-v10 ready after 130.537189245224s
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