developer_uid: azuruce
submission_id: chaiml-mistral-nemo-simp_4039_v1
model_name: chaiml-mistral-nemo-simp_4039_v1
model_group: ChaiML/mistral_nemo_simp
status: torndown
timestamp: 2024-12-18T19:44:56+00:00
num_battles: 12673
num_wins: 5996
celo_rating: 1237.53
family_friendly_score: 0.5938
family_friendly_standard_error: 0.006945524602216884
submission_type: basic
model_repo: ChaiML/mistral_nemo_simpo_baseline_albert_20241217_v1-checkpoint-250
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6456700765646016, 'latency_mean': 1.548707525730133, 'latency_p50': 1.5614006519317627, 'latency_p90': 1.7049548625946045}, {'batch_size': 4, 'throughput': 1.4903073997962744, 'latency_mean': 2.6703520441055297, 'latency_p50': 2.674482226371765, 'latency_p90': 2.9485787868499758}, {'batch_size': 5, 'throughput': 1.6268845426163323, 'latency_mean': 3.0556626105308533, 'latency_p50': 3.081697463989258, 'latency_p90': 3.456694793701172}, {'batch_size': 8, 'throughput': 1.901144772442031, 'latency_mean': 4.174962338209152, 'latency_p50': 4.188740491867065, 'latency_p90': 4.709013748168945}, {'batch_size': 10, 'throughput': 2.008911462976631, 'latency_mean': 4.951649250984192, 'latency_p50': 4.941364645957947, 'latency_p90': 5.543384552001953}, {'batch_size': 12, 'throughput': 2.0597640385715654, 'latency_mean': 5.765590294599533, 'latency_p50': 5.761089086532593, 'latency_p90': 6.566986918449402}, {'batch_size': 15, 'throughput': 2.0898445763099147, 'latency_mean': 7.098024071455002, 'latency_p50': 7.0683430433273315, 'latency_p90': 8.05410544872284}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-mistral-nemo-simp_4039_v1
is_internal_developer: True
language_model: ChaiML/mistral_nemo_simpo_baseline_albert_20241217_v1-checkpoint-250
model_size: 13B
ranking_group: single
throughput_3p7s: 1.82
us_pacific_date: 2024-12-18
win_ratio: 0.47313185512506906
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-simp-4039-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-simp-4039-v1-mkmlizer to finish
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: ║ _____ __ __ ║
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chaiml-mistral-nemo-simp-4039-v1-mkmlizer: ║ /___/ ║
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: ║ ║
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: ║ Version: 0.11.12 ║
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: ║ https://mk1.ai ║
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: ║ ║
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: ║ The license key for the current software has been verified as ║
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: ║ belonging to: ║
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chaiml-mistral-nemo-simp-4039-v1-mkmlizer: ║ Chai Research Corp. ║
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: ║ Expiration: 2025-01-15 23:59:59 ║
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: ║ ║
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: Downloaded to shared memory in 46.620s
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmptl14pfsc, device:0
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: quantized model in 36.530s
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: Processed model ChaiML/mistral_nemo_simpo_baseline_albert_20241217_v1-checkpoint-250 in 83.149s
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-4039-v1/config.json
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-4039-v1/special_tokens_map.json
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-4039-v1/tokenizer_config.json
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-4039-v1/tokenizer.json
chaiml-mistral-nemo-simp-4039-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-simp-4039-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-simp-4039-v1-mkmlizer completed after 114.67s with status: succeeded
Stopping job with name chaiml-mistral-nemo-simp-4039-v1-mkmlizer
Pipeline stage MKMLizer completed in 115.18s
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Creating inference service chaiml-mistral-nemo-simp-4039-v1
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Inference service chaiml-mistral-nemo-simp-4039-v1 ready after 250.8916015625s
Pipeline stage MKMLDeployer completed in 251.43s
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Received healthy response to inference request in 1.7365567684173584s
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Received healthy response to inference request in 0.9653201103210449s
Received healthy response to inference request in 1.461566686630249s
Received healthy response to inference request in 0.7180981636047363s
5 requests
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5th percentile: 0.5171296119689941
10th percentile: 0.5673717498779297
20th percentile: 0.6678560256958008
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50th percentile: 0.9653201103210449
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70th percentile: 1.362317371368408
80th percentile: 1.516564702987671
90th percentile: 1.6265607357025147
95th percentile: 1.6815587520599364
99th percentile: 1.725557165145874
mean time: 1.0696858406066894
Pipeline stage StressChecker completed in 6.62s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 3039.88s
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chaiml-mistral-nemo-simp_4039_v1 status is now torndown due to DeploymentManager action
chaiml-mistral-nemo-simp_4039_v1 status is now torndown due to DeploymentManager action