cloudyu-chaiml-nemo-dpo-v7

developer_uid: cloudyu

submission_id: cloudyu-chaiml-nemo-dpo-v7_v1

model_name: cloudyu-chaiml-nemo-dpo-v7_v1

model_group: cloudyu/ChaiML-Nemo-DPO-

status: inactive

timestamp: 2024-11-24T12:38:38+00:00

num_battles: 25395

num_wins: 12848

celo_rating: 1266.16

family_friendly_score: 0.5532

family_friendly_standard_error: 0.0070309282459715084

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': 0.6168186291213232, 'latency_mean': 1.6211626994609833, 'latency_p50': 1.630225419998169, 'latency_p90': 1.7902255296707152}, {'batch_size': 3, 'throughput': 1.165461833935849, 'latency_mean': 2.5714129388332365, 'latency_p50': 2.560004472732544, 'latency_p90': 2.817251110076904}, {'batch_size': 5, 'throughput': 1.4052665344444897, 'latency_mean': 3.5395164370536802, 'latency_p50': 3.504828929901123, 'latency_p90': 4.004421806335449}, {'batch_size': 6, 'throughput': 1.483884926186949, 'latency_mean': 4.024528188705444, 'latency_p50': 4.004984140396118, 'latency_p90': 4.51999146938324}, {'batch_size': 8, 'throughput': 1.5481492972073103, 'latency_mean': 5.133149086236954, 'latency_p50': 5.128374695777893, 'latency_p90': 5.843901920318603}, {'batch_size': 10, 'throughput': 1.5791049068306782, 'latency_mean': 6.279911555051804, 'latency_p50': 6.305177807807922, 'latency_p90': 7.069473767280578}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-chaiml-nemo-dpo-v7_v1

is_internal_developer: False

language_model: cloudyu/ChaiML-Nemo-DPO-V7

model_size: 13B

ranking_group: single

throughput_3p7s: 1.44

us_pacific_date: 2024-11-24

win_ratio: 0.5059263634573735

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, '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-v1-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer to finish
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: ║     _____            __           __                                ║
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: ║       /___/                                                         ║
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: ║  belonging to:                                                      ║
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: Downloaded to shared memory in 47.314s
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpdqyqbza_, device:0
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: quantized model in 35.119s
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V7 in 82.433s
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v7-v1
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v7-v1/config.json
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v7-v1/special_tokens_map.json
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v7-v1/tokenizer_config.json
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v7-v1/tokenizer.json
cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v7-v1/flywheel_model.0.safetensors
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Job cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer completed after 104.15s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v7-v1-mkmlizer
Pipeline stage MKMLizer completed in 104.68s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service cloudyu-chaiml-nemo-dpo-v7-v1
Waiting for inference service cloudyu-chaiml-nemo-dpo-v7-v1 to be ready
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Inference service cloudyu-chaiml-nemo-dpo-v7-v1 ready after 120.43570971488953s
Pipeline stage MKMLDeployer completed in 120.95s
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Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.0919086933135986s
Received healthy response to inference request in 2.0784263610839844s
Received healthy response to inference request in 1.8328688144683838s
Received healthy response to inference request in 1.9558210372924805s
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10th percentile: 1.8820497035980224
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80th percentile: 5.700585126876835
90th percentile: 12.917937994003298
95th percentile: 16.526614427566525
99th percentile: 19.413555574417114
mean time: 5.618863153457641
%s, retrying in %s seconds...
Received healthy response to inference request in 1.684924602508545s
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Received healthy response to inference request in 2.102240562438965s
Received healthy response to inference request in 1.6322345733642578s
Received healthy response to inference request in 2.0305027961730957s
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5th percentile: 1.6427725791931151
10th percentile: 1.6533105850219727
20th percentile: 1.6743865966796876
30th percentile: 1.7009197235107423
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mean time: 1.8429605484008789
Pipeline stage StressChecker completed in 39.93s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3013.40s
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cloudyu-chaiml-nemo-dpo-v7_v1 status is now inactive due to auto deactivation removed underperforming models