cloudyu-chaiml-nemo-dpo-v17

developer_uid: cloudyu

submission_id: cloudyu-chaiml-nemo-dpo-v17_v4

model_name: cloudyu-chaiml-nemo-dpo-v17_v4

model_group: cloudyu/ChaiML-Nemo-DPO-

status: inactive

timestamp: 2024-12-06T07:00:42+00:00

num_battles: 8007

num_wins: 4287

celo_rating: 1280.13

family_friendly_score: 0.5502

family_friendly_standard_error: 0.007035338797812086

submission_type: basic

model_repo: cloudyu/ChaiML-Nemo-DPO-V17

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6142065979486514, 'latency_mean': 1.6280163645744323, 'latency_p50': 1.6293009519577026, 'latency_p90': 1.8110305786132812}, {'batch_size': 3, 'throughput': 1.1293214078025444, 'latency_mean': 2.6512746715545656, 'latency_p50': 2.6391109228134155, 'latency_p90': 2.9527044773101805}, {'batch_size': 5, 'throughput': 1.354180432012946, 'latency_mean': 3.675097118616104, 'latency_p50': 3.6768410205841064, 'latency_p90': 4.1009448051452635}, {'batch_size': 6, 'throughput': 1.4170432863083278, 'latency_mean': 4.21026873588562, 'latency_p50': 4.212448477745056, 'latency_p90': 4.6596764087677}, {'batch_size': 8, 'throughput': 1.4955448091377697, 'latency_mean': 5.324300700426102, 'latency_p50': 5.342507243156433, 'latency_p90': 6.052827167510986}, {'batch_size': 10, 'throughput': 1.5308687361735644, 'latency_mean': 6.467707196474075, 'latency_p50': 6.503702521324158, 'latency_p90': 7.317806529998779}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-chaiml-nemo-dpo-v17_v4

is_internal_developer: False

language_model: cloudyu/ChaiML-Nemo-DPO-V17

model_size: 13B

ranking_group: single

throughput_3p7s: 1.36

us_pacific_date: 2024-12-05

win_ratio: 0.5354065192956163

generation_params: {'temperature': 1.25, '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-v17-v4-mkmlizer
Waiting for job on cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer to finish
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: ║     _____            __           __                                ║
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: ║       /___/                                                         ║
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: ║  belonging to:                                                      ║
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: ║                                                                     ║
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: Downloaded to shared memory in 32.230s
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp8laowaf8, device:0
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: quantized model in 36.786s
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: Processed model cloudyu/ChaiML-Nemo-DPO-V17 in 69.017s
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v17-v4
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v17-v4/config.json
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v17-v4/special_tokens_map.json
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-chaiml-nemo-dpo-v17-v4/flywheel_model.0.safetensors
cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer: 
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Job cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer completed after 91.38s with status: succeeded
Stopping job with name cloudyu-chaiml-nemo-dpo-v17-v4-mkmlizer
Pipeline stage MKMLizer completed in 93.63s
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Creating inference service cloudyu-chaiml-nemo-dpo-v17-v4
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Inference service cloudyu-chaiml-nemo-dpo-v17-v4 ready after 183.78624200820923s
Pipeline stage MKMLDeployer completed in 185.91s
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Received healthy response to inference request in 2.1993966102600098s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2619.84s
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cloudyu-chaiml-nemo-dpo-v17_v4 status is now inactive due to auto deactivation removed underperforming models