nitral-ai-hathor-sofit-l_1180

developer_uid: Nitral-AI

submission_id: nitral-ai-hathor-sofit-l_1180_v1

model_name: Hathor_Sofit-L3-8B-v1

model_group: Nitral-AI/Hathor_Sofit-L

status: torndown

timestamp: 2024-07-24T17:06:43+00:00

num_battles: 18476

num_wins: 10003

celo_rating: 1224.24

family_friendly_score: 0.0

submission_type: basic

model_repo: Nitral-AI/Hathor_Sofit-L3-8B-v1

model_architecture: LlamaForCausalLM

reward_repo: ChaiML/gpt2_xl_pairwise_89m_step_347634

model_num_parameters: 8030261248.0

best_of: 16

max_input_tokens: 512

max_output_tokens: 64

display_name: Hathor_Sofit-L3-8B-v1

is_internal_developer: False

language_model: Nitral-AI/Hathor_Sofit-L3-8B-v1

model_size: 8B

ranking_group: single

us_pacific_date: 2024-07-24

win_ratio: 0.5414050660316085

generation_params: {'temperature': 1.25, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 60, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '<|eot_id|>'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64, 'reward_max_token_input': 256}

formatter: {'memory_template': "<|begin_of_text|><|start_header_id|>system<|end_header_id|>\n\n{bot_name}'s Persona: {memory}\n\n", 'prompt_template': '{prompt}<|eot_id|>', 'bot_template': '<|start_header_id|>assistant<|end_header_id|>\n\n{bot_name}: {message}<|eot_id|>', 'user_template': '<|start_header_id|>user<|end_header_id|>\n\n{user_name}: {message}<|eot_id|>', 'response_template': '<|start_header_id|>assistant<|end_header_id|>\n\n{bot_name}:', 'truncate_by_message': False}

reward_formatter: {'bot_template': '{bot_name}: {message}\n', 'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'response_template': '{bot_name}:', 'truncate_by_message': False, 'user_template': '{user_name}: {message}\n'}

Resubmit model

Running pipeline stage MKMLizer
Starting job with name nitral-ai-hathor-sofit-l-1180-v1-mkmlizer
Waiting for job on nitral-ai-hathor-sofit-l-1180-v1-mkmlizer to finish
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: ║     _____            __           __                                ║
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: ║       /___/                                                         ║
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: ║                                                                     ║
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: ║  Version: 0.9.6                                                     ║
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: ║  https://mk1.ai                                                     ║
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: ║                                                                     ║
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: ║  belonging to:                                                      ║
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: ║                                                                     ║
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: ║  Chai Research Corp.                                                ║
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: ║                                                                     ║
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: Downloaded to shared memory in 26.407s
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp80a0smhy, device:0
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: quantized model in 25.779s
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: Processed model Nitral-AI/Hathor_Sofit-L3-8B-v1 in 52.186s
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: creating bucket guanaco-mkml-models
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nitral-ai-hathor-sofit-l-1180-v1
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nitral-ai-hathor-sofit-l-1180-v1/config.json
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nitral-ai-hathor-sofit-l-1180-v1/special_tokens_map.json
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nitral-ai-hathor-sofit-l-1180-v1/tokenizer_config.json
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nitral-ai-hathor-sofit-l-1180-v1/tokenizer.json
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/nitral-ai-hathor-sofit-l-1180-v1/flywheel_model.0.safetensors
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: loading reward model from ChaiML/gpt2_xl_pairwise_89m_step_347634
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/configuration_auto.py:950: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer:   warnings.warn(
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/tokenization_auto.py:778: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer:   warnings.warn(
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: /opt/conda/lib/python3.10/site-packages/transformers/models/auto/auto_factory.py:469: FutureWarning: The `use_auth_token` argument is deprecated and will be removed in v5 of Transformers. Please use `token` instead.
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer:   warnings.warn(
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: 
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nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: 
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nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: Saving model to /tmp/reward_cache/reward.tensors
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: Saving duration: 1.351s
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: Processed model ChaiML/gpt2_xl_pairwise_89m_step_347634 in 12.860s
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: creating bucket guanaco-reward-models
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: Bucket 's3://guanaco-reward-models/' created
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: uploading /tmp/reward_cache to s3://guanaco-reward-models/nitral-ai-hathor-sofit-l-1180-v1_reward
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: cp /tmp/reward_cache/special_tokens_map.json s3://guanaco-reward-models/nitral-ai-hathor-sofit-l-1180-v1_reward/special_tokens_map.json
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: cp /tmp/reward_cache/config.json s3://guanaco-reward-models/nitral-ai-hathor-sofit-l-1180-v1_reward/config.json
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: cp /tmp/reward_cache/tokenizer_config.json s3://guanaco-reward-models/nitral-ai-hathor-sofit-l-1180-v1_reward/tokenizer_config.json
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: cp /tmp/reward_cache/merges.txt s3://guanaco-reward-models/nitral-ai-hathor-sofit-l-1180-v1_reward/merges.txt
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: cp /tmp/reward_cache/vocab.json s3://guanaco-reward-models/nitral-ai-hathor-sofit-l-1180-v1_reward/vocab.json
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: cp /tmp/reward_cache/tokenizer.json s3://guanaco-reward-models/nitral-ai-hathor-sofit-l-1180-v1_reward/tokenizer.json
nitral-ai-hathor-sofit-l-1180-v1-mkmlizer: cp /tmp/reward_cache/reward.tensors s3://guanaco-reward-models/nitral-ai-hathor-sofit-l-1180-v1_reward/reward.tensors
Job nitral-ai-hathor-sofit-l-1180-v1-mkmlizer completed after 95.06s with status: succeeded
Stopping job with name nitral-ai-hathor-sofit-l-1180-v1-mkmlizer
Pipeline stage MKMLizer completed in 96.00s
Running pipeline stage MKMLKubeTemplater
Pipeline stage MKMLKubeTemplater completed in 0.07s
Running pipeline stage ISVCDeployer
Creating inference service nitral-ai-hathor-sofit-l-1180-v1
Waiting for inference service nitral-ai-hathor-sofit-l-1180-v1 to be ready
Inference service nitral-ai-hathor-sofit-l-1180-v1 ready after 80.82329297065735s
Pipeline stage ISVCDeployer completed in 82.33s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.145836114883423s
Received healthy response to inference request in 1.4504084587097168s
Received healthy response to inference request in 1.452976942062378s
Failed to get response for submission undi95-meta-llama-3-70b_6209_v18: ('http://undi95-meta-llama-3-70b-6209-v18-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '{"error":"TypeError : SamplingParameters.__init__() got an unexpected keyword argument \'reward_max_tokens\'"}')
Received healthy response to inference request in 1.4382216930389404s
Received healthy response to inference request in 1.490020513534546s
5 requests
0 failed requests
5th percentile: 1.4406590461730957
10th percentile: 1.443096399307251
20th percentile: 1.4479711055755615
30th percentile: 1.450922155380249
40th percentile: 1.4519495487213134
50th percentile: 1.452976942062378
60th percentile: 1.467794370651245
70th percentile: 1.4826117992401122
80th percentile: 1.6211836338043213
90th percentile: 1.883509874343872
95th percentile: 2.0146729946136475
99th percentile: 2.119603490829468
mean time: 1.5954927444458007
Pipeline stage StressChecker completed in 8.82s
nitral-ai-hathor-sofit-l_1180_v1 status is now deployed due to DeploymentManager action
nitral-ai-hathor-sofit-l_1180_v1 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of nitral-ai-hathor-sofit-l_1180_v1
Running pipeline stage ISVCDeleter
Checking if service nitral-ai-hathor-sofit-l-1180-v1 is running
Tearing down inference service nitral-ai-hathor-sofit-l-1180-v1
Service nitral-ai-hathor-sofit-l-1180-v1 has been torndown
Pipeline stage ISVCDeleter completed in 4.88s
Running pipeline stage MKMLModelDeleter
Cleaning model data from S3
Cleaning model data from model cache
Deleting key nitral-ai-hathor-sofit-l-1180-v1/config.json from bucket guanaco-mkml-models
Deleting key nitral-ai-hathor-sofit-l-1180-v1/flywheel_model.0.safetensors from bucket guanaco-mkml-models
Deleting key nitral-ai-hathor-sofit-l-1180-v1/special_tokens_map.json from bucket guanaco-mkml-models
Deleting key nitral-ai-hathor-sofit-l-1180-v1/tokenizer.json from bucket guanaco-mkml-models
Deleting key nitral-ai-hathor-sofit-l-1180-v1/tokenizer_config.json from bucket guanaco-mkml-models
Cleaning model data from model cache
Deleting key nitral-ai-hathor-sofit-l-1180-v1_reward/config.json from bucket guanaco-reward-models
Deleting key nitral-ai-hathor-sofit-l-1180-v1_reward/merges.txt from bucket guanaco-reward-models
Deleting key nitral-ai-hathor-sofit-l-1180-v1_reward/reward.tensors from bucket guanaco-reward-models
Deleting key nitral-ai-hathor-sofit-l-1180-v1_reward/special_tokens_map.json from bucket guanaco-reward-models
Deleting key nitral-ai-hathor-sofit-l-1180-v1_reward/tokenizer.json from bucket guanaco-reward-models
Deleting key nitral-ai-hathor-sofit-l-1180-v1_reward/tokenizer_config.json from bucket guanaco-reward-models
Deleting key nitral-ai-hathor-sofit-l-1180-v1_reward/vocab.json from bucket guanaco-reward-models
Pipeline stage MKMLModelDeleter completed in 5.30s
nitral-ai-hathor-sofit-l_1180_v1 status is now torndown due to DeploymentManager action