cloudyu-chaiml-nemo-dpo-v9

developer_uid: cloudyu

submission_id: cloudyu-chaiml-nemo-dpo-v9_v3

model_name: cloudyu-chaiml-nemo-dpo-v9_v3

model_group: cloudyu/ChaiML-Nemo-DPO-

status: inactive

timestamp: 2024-11-24T16:01:39+00:00

num_battles: 19590

num_wins: 9929

celo_rating: 1266.09

family_friendly_score: 0.5556

family_friendly_standard_error: 0.007027213387965389

submission_type: basic

model_repo: cloudyu/ChaiML-Nemo-DPO-V9

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6168066819416039, 'latency_mean': 1.6211529314517974, 'latency_p50': 1.629201054573059, 'latency_p90': 1.7874180316925048}, {'batch_size': 3, 'throughput': 1.1352491722315128, 'latency_mean': 2.6362912714481355, 'latency_p50': 2.630382537841797, 'latency_p90': 2.972290372848511}, {'batch_size': 5, 'throughput': 1.3721286575799294, 'latency_mean': 3.619303112030029, 'latency_p50': 3.6505415439605713, 'latency_p90': 4.040929985046387}, {'batch_size': 6, 'throughput': 1.4318845980565538, 'latency_mean': 4.1624183845520015, 'latency_p50': 4.176042079925537, 'latency_p90': 4.65073492527008}, {'batch_size': 8, 'throughput': 1.5130954529347875, 'latency_mean': 5.254094796180725, 'latency_p50': 5.240370392799377, 'latency_p90': 5.935250878334045}, {'batch_size': 10, 'throughput': 1.549292121687529, 'latency_mean': 6.404567639827729, 'latency_p50': 6.3628315925598145, 'latency_p90': 7.26403214931488}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-chaiml-nemo-dpo-v9_v3

is_internal_developer: False

language_model: cloudyu/ChaiML-Nemo-DPO-V9

model_size: 13B

ranking_group: single

throughput_3p7s: 1.39

us_pacific_date: 2024-11-24

win_ratio: 0.50684022460439

generation_params: {'temperature': 1.05, 'top_p': 0.95, 'min_p': 0.05, '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
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Running pipeline stage MKMLizer
Starting job with name cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer to finish
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cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: ║     _____            __           __                                ║
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: ║       /___/                                                         ║
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: ║  belonging to:                                                      ║
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: Downloaded to shared memory in 33.724s
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp1a0s61_x, device:0
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: quantized model in 36.061s
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V9 in 69.785s
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v3
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v3/config.json
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v3/special_tokens_map.json
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v3/tokenizer_config.json
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v3/tokenizer.json
cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v9-v3/flywheel_model.0.safetensors
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Job cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer completed after 94.06s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v9-v3-mkmlizer
Pipeline stage MKMLizer completed in 94.88s
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Running pipeline stage MKMLDeployer
Creating inference service cloudyu-chaiml-nemo-dpo-v9-v3
Waiting for inference service cloudyu-chaiml-nemo-dpo-v9-v3 to be ready
Inference service cloudyu-chaiml-nemo-dpo-v9-v3 ready after 120.4369764328003s
Pipeline stage MKMLDeployer completed in 120.98s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.2497031688690186s
Received healthy response to inference request in 1.8398935794830322s
Received healthy response to inference request in 1.6348719596862793s
Received healthy response to inference request in 2.285194158554077s
Received healthy response to inference request in 1.683112382888794s
5 requests
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5th percentile: 1.6445200443267822
10th percentile: 1.6541681289672852
20th percentile: 1.673464298248291
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90th percentile: 2.2709977626800537
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mean time: 1.9385550498962403
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2734.73s
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cloudyu-chaiml-nemo-dpo-v9_v3 status is now inactive due to auto deactivation removed underperforming models