cloudyu-chaiml-nemo-dpo-v7

developer_uid: cloudyu

submission_id: cloudyu-chaiml-nemo-dpo-v7_v11

model_name: cloudyu-chaiml-nemo-dpo-v7_v7

model_group: cloudyu/ChaiML-Nemo-DPO-

status: inactive

timestamp: 2024-12-04T12:00:49+00:00

num_battles: 14880

num_wins: 7414

celo_rating: 1260.95

family_friendly_score: 0.558

family_friendly_standard_error: 0.007023332542319209

submission_type: basic

model_repo: cloudyu/ChaiML-Nemo-DPO-V7

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6125552900431344, 'latency_mean': 1.6324433040618898, 'latency_p50': 1.6378822326660156, 'latency_p90': 1.7945361852645874}, {'batch_size': 3, 'throughput': 1.1451988317869066, 'latency_mean': 2.607183141708374, 'latency_p50': 2.596332311630249, 'latency_p90': 2.8811851024627684}, {'batch_size': 5, 'throughput': 1.3799912595372665, 'latency_mean': 3.606778223514557, 'latency_p50': 3.602297782897949, 'latency_p90': 4.03004150390625}, {'batch_size': 6, 'throughput': 1.449854137754215, 'latency_mean': 4.109832447767258, 'latency_p50': 4.1049357652664185, 'latency_p90': 4.552670001983643}, {'batch_size': 8, 'throughput': 1.5073077303615376, 'latency_mean': 5.271982254981995, 'latency_p50': 5.282505750656128, 'latency_p90': 5.825343942642212}, {'batch_size': 10, 'throughput': 1.5589058029678895, 'latency_mean': 6.36499220252037, 'latency_p50': 6.267449975013733, 'latency_p90': 7.281465029716491}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-chaiml-nemo-dpo-v7_v7

is_internal_developer: False

language_model: cloudyu/ChaiML-Nemo-DPO-V7

model_size: 13B

ranking_group: single

throughput_3p7s: 1.4

us_pacific_date: 2024-12-04

win_ratio: 0.498252688172043

generation_params: {'temperature': 1.5, 'top_p': 0.99, 'min_p': 0.01, 'top_k': 80, '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-v7-v11-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer to finish
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: ║     _____            __           __                                ║
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: ║       /___/                                                         ║
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: ║  belonging to:                                                      ║
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: Downloaded to shared memory in 32.638s
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpcmjgcxns, device:0
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
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cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: quantized model in 35.489s
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V7 in 68.127s
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v7-v11
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v7-v11/config.json
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v7-v11/special_tokens_map.json
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v7-v11/tokenizer_config.json
cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v7-v11/tokenizer.json
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Job cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer completed after 94.25s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v7-v11-mkmlizer
Pipeline stage MKMLizer completed in 94.76s
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