chaiml-mistral-nemo-dpo-_8279

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_8279_v1

model_name: chaiml-mistral-nemo-dpo-_8279_v1

model_group: ChaiML/mistral_nemo_dpo_

status: inactive

timestamp: 2024-12-19T08:21:38+00:00

num_battles: 14706

num_wins: 7283

celo_rating: 1258.38

family_friendly_score: 0.5744

family_friendly_standard_error: 0.006992347817435857

submission_type: basic

model_repo: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-5304

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6339526545676513, 'latency_mean': 1.5773127722740172, 'latency_p50': 1.575659990310669, 'latency_p90': 1.7287383556365967}, {'batch_size': 3, 'throughput': 1.2573056992754468, 'latency_mean': 2.3704764318466185, 'latency_p50': 2.3744444847106934, 'latency_p90': 2.581868863105774}, {'batch_size': 5, 'throughput': 1.6076884007017713, 'latency_mean': 3.100118203163147, 'latency_p50': 3.0696749687194824, 'latency_p90': 3.4924928903579713}, {'batch_size': 6, 'throughput': 1.7099100444387638, 'latency_mean': 3.4775845336914064, 'latency_p50': 3.4751219749450684, 'latency_p90': 3.8906397342681887}, {'batch_size': 8, 'throughput': 1.8694087089247462, 'latency_mean': 4.234796246290207, 'latency_p50': 4.238862037658691, 'latency_p90': 4.7477786302566525}, {'batch_size': 10, 'throughput': 1.9541878159997903, 'latency_mean': 5.076537590026856, 'latency_p50': 5.0745627880096436, 'latency_p90': 5.717376780509949}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_8279_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-5304

model_size: 13B

ranking_group: single

throughput_3p7s: 1.78

us_pacific_date: 2024-12-19

win_ratio: 0.49524003807969535

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-8279-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-8279-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: Downloaded to shared memory in 45.224s
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpi7v4_jhi, device:0
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: quantized model in 36.258s
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-5304 in 81.482s
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8279-v1
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8279-v1/config.json
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8279-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8279-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8279-v1/tokenizer.json
chaiml-mistral-nemo-dpo-8279-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-8279-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-8279-v1-mkmlizer completed after 104.48s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-8279-v1-mkmlizer
Pipeline stage MKMLizer completed in 105.03s
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Creating inference service chaiml-mistral-nemo-dpo-8279-v1
Waiting for inference service chaiml-mistral-nemo-dpo-8279-v1 to be ready
Inference service chaiml-mistral-nemo-dpo-8279-v1 ready after 250.86390113830566s
Pipeline stage MKMLDeployer completed in 251.73s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.365755558013916s
Received healthy response to inference request in 0.9822540283203125s
Received healthy response to inference request in 1.8634803295135498s
Received healthy response to inference request in 1.3943696022033691s
Received healthy response to inference request in 1.5805845260620117s
5 requests
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chaiml-mistral-nemo-dpo-_8279_v1 status is now inactive due to auto deactivation removed underperforming models