cloudyu-chaiml-nemo-dpo-v6

developer_uid: cloudyu

submission_id: cloudyu-chaiml-nemo-dpo-v6_v4

model_name: cloudyu-chaiml-nemo-dpo-v6_v4

model_group: cloudyu/ChaiML-Nemo-DPO-

status: inactive

timestamp: 2024-11-24T11:05:53+00:00

num_battles: 23460

num_wins: 11862

celo_rating: 1263.55

family_friendly_score: 0.5566

family_friendly_standard_error: 0.007025616556573523

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': 0.6293958142604228, 'latency_mean': 1.5887110865116119, 'latency_p50': 1.5809884071350098, 'latency_p90': 1.7618700742721558}, {'batch_size': 3, 'throughput': 1.166877585229667, 'latency_mean': 2.5670371115207673, 'latency_p50': 2.5715194940567017, 'latency_p90': 2.831456208229065}, {'batch_size': 5, 'throughput': 1.4061687484300764, 'latency_mean': 3.54746729016304, 'latency_p50': 3.546891450881958, 'latency_p90': 3.94634211063385}, {'batch_size': 6, 'throughput': 1.4819038846847468, 'latency_mean': 4.02627498626709, 'latency_p50': 4.029773473739624, 'latency_p90': 4.466436386108398}, {'batch_size': 8, 'throughput': 1.5676322487976928, 'latency_mean': 5.079202849864959, 'latency_p50': 5.071388244628906, 'latency_p90': 5.751495671272278}, {'batch_size': 10, 'throughput': 1.5920379065370942, 'latency_mean': 6.239141756296158, 'latency_p50': 6.287449598312378, 'latency_p90': 7.037770843505859}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-chaiml-nemo-dpo-v6_v4

is_internal_developer: False

language_model: cloudyu/ChaiML-Nemo-DPO-V6

model_size: 13B

ranking_group: single

throughput_3p7s: 1.44

us_pacific_date: 2024-11-24

win_ratio: 0.5056265984654732

generation_params: {'temperature': 0.95, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 100, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], '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-v4-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer to finish
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: ║     _____            __           __                                ║
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: ║       /___/                                                         ║
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: ║  belonging to:                                                      ║
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: Downloaded to shared memory in 35.363s
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmplitsiinr, device:0
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: quantized model in 36.259s
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V6 in 71.622s
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v6-v4
cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v6-v4/tokenizer.json
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Job cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer completed after 104.25s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v6-v4-mkmlizer
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