chaiml-mistral-nemo-dpo-_6309

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_6309_v1

model_name: chaiml-mistral-nemo-dpo-_6309_v1

model_group: ChaiML/mistral_nemo_dpo_

status: inactive

timestamp: 2024-12-20T17:26:11+00:00

num_battles: 11742

num_wins: 5624

celo_rating: 1238.18

family_friendly_score: 0.5858

family_friendly_standard_error: 0.006966180589103328

submission_type: basic

model_repo: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-69

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6327310144262345, 'latency_mean': 1.5803910052776338, 'latency_p50': 1.591599702835083, 'latency_p90': 1.7368149518966676}, {'batch_size': 3, 'throughput': 1.2623549281711686, 'latency_mean': 2.3734927105903627, 'latency_p50': 2.373802661895752, 'latency_p90': 2.612684392929077}, {'batch_size': 5, 'throughput': 1.5861962641239165, 'latency_mean': 3.1265450978279112, 'latency_p50': 3.129777193069458, 'latency_p90': 3.496645450592041}, {'batch_size': 6, 'throughput': 1.6850714604425854, 'latency_mean': 3.5312999832630156, 'latency_p50': 3.5456398725509644, 'latency_p90': 4.017284536361695}, {'batch_size': 8, 'throughput': 1.8445029918581342, 'latency_mean': 4.306982661485672, 'latency_p50': 4.326297879219055, 'latency_p90': 4.870209550857544}, {'batch_size': 10, 'throughput': 1.9310265798812778, 'latency_mean': 5.1509737873077395, 'latency_p50': 5.162214994430542, 'latency_p90': 5.83987774848938}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_6309_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-69

model_size: 13B

ranking_group: single

throughput_3p7s: 1.74

us_pacific_date: 2024-12-20

win_ratio: 0.47896440129449835

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 100, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '####', 'Bot:', 'User:', 'You:', '<|im_end|>', '<|eot_id|>'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', '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 chaiml-mistral-nemo-dpo-6309-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-6309-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: Downloaded to shared memory in 49.669s
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp_3bskoz0, device:0
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: quantized model in 37.056s
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-69 in 86.725s
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6309-v1
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6309-v1/config.json
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6309-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6309-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6309-v1/tokenizer.json
chaiml-mistral-nemo-dpo-6309-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-6309-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-6309-v1-mkmlizer completed after 114.86s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-6309-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.40s
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Creating inference service chaiml-mistral-nemo-dpo-6309-v1
Waiting for inference service chaiml-mistral-nemo-dpo-6309-v1 to be ready
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Inference service chaiml-mistral-nemo-dpo-6309-v1 ready after 260.8941013813019s
Pipeline stage MKMLDeployer completed in 261.44s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.84535813331604s
Received healthy response to inference request in 1.4684526920318604s
Received healthy response to inference request in 1.46323561668396s
Received healthy response to inference request in 0.8747007846832275s
Received healthy response to inference request in 1.510406732559204s
5 requests
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5th percentile: 0.992407751083374
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99th percentile: 1.8319600772857665
mean time: 1.4324307918548584
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chaiml-mistral-nemo-dpo-_6309_v1 status is now inactive due to auto deactivation removed underperforming models