chaiml-mistral-nemo-dpo-_8786

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_8786_v1

model_name: chaiml-mistral-nemo-dpo-_8786_v1

model_group: ChaiML/mistral_nemo_dpo_

status: inactive

timestamp: 2024-12-17T17:56:06+00:00

num_battles: 9321

num_wins: 4485

celo_rating: 1244.6

family_friendly_score: 0.5798

family_friendly_standard_error: 0.006980429213164474

submission_type: basic

model_repo: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-624

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6333529565652422, 'latency_mean': 1.5788349568843842, 'latency_p50': 1.5812034606933594, 'latency_p90': 1.7368875980377196}, {'batch_size': 3, 'throughput': 1.2630331759619928, 'latency_mean': 2.3674941313266755, 'latency_p50': 2.3632720708847046, 'latency_p90': 2.610039210319519}, {'batch_size': 5, 'throughput': 1.597319637519648, 'latency_mean': 3.1181736302375795, 'latency_p50': 3.1146730184555054, 'latency_p90': 3.472226357460022}, {'batch_size': 6, 'throughput': 1.6931620082798946, 'latency_mean': 3.524280083179474, 'latency_p50': 3.5424267053604126, 'latency_p90': 3.9059613704681393}, {'batch_size': 8, 'throughput': 1.8517972322242795, 'latency_mean': 4.289370996952057, 'latency_p50': 4.286061525344849, 'latency_p90': 4.869923615455628}, {'batch_size': 10, 'throughput': 1.9288227867208456, 'latency_mean': 5.1472570979595185, 'latency_p50': 5.167256832122803, 'latency_p90': 5.798271131515503}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_8786_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-624

model_size: 13B

ranking_group: single

throughput_3p7s: 1.75

us_pacific_date: 2024-12-17

win_ratio: 0.4811715481171548

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-8786-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-8786-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: Downloaded to shared memory in 49.846s
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpflo06bqj, device:0
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8786-v1
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8786-v1/config.json
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8786-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8786-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8786-v1/tokenizer.json
chaiml-mistral-nemo-dpo-8786-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8786-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-8786-v1-mkmlizer completed after 115.87s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-8786-v1-mkmlizer
Pipeline stage MKMLizer completed in 116.47s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.82s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistral-nemo-dpo-8786-v1
Waiting for inference service chaiml-mistral-nemo-dpo-8786-v1 to be ready
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Inference service chaiml-mistral-nemo-dpo-8786-v1 ready after 231.46468591690063s
Pipeline stage MKMLDeployer completed in 232.10s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.925236463546753s
Received healthy response to inference request in 0.9320154190063477s
Received healthy response to inference request in 0.7821784019470215s
Received healthy response to inference request in 1.0488002300262451s
Received healthy response to inference request in 0.93099045753479s
5 requests
0 failed requests
5th percentile: 0.8119408130645752
10th percentile: 0.841703224182129
20th percentile: 0.9012280464172363
30th percentile: 0.9311954498291015
40th percentile: 0.9316054344177246
50th percentile: 0.9320154190063477
60th percentile: 0.9787293434143066
70th percentile: 1.0254432678222656
80th percentile: 1.224087476730347
90th percentile: 1.5746619701385498
95th percentile: 1.7499492168426511
99th percentile: 1.8901790142059325
mean time: 1.1238441944122315
Pipeline stage StressChecker completed in 7.93s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2781.39s
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chaiml-mistral-nemo-dpo-_8786_v1 status is now inactive due to auto deactivation removed underperforming models