mlfoundations-dev_-_llama3_8b_baseline_instructskillmix-gguf

RichardErkhov/mlfoundations-dev_-_llama3_8b_baseline_instructskillmix-gguf

mlfoundations-dev_-_llama3_8b_baseline_instructskillmix-gguf is a machine learning model from RichardErkhov. Use it for the machine learning task on the model card, and read the license before you ship it in a product.

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At a glance

Access: Public
Created: Oct 31, 2024
Updated: Oct 31, 2024
SHA: e50ddbaf

Model card

From the Hugging Face model README

Quantization made by Richard Erkhov.

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llama3_8b_baseline_instructskillmix - GGUF

Model creator: https://huggingface.co/mlfoundations-dev/
Original model: https://huggingface.co/mlfoundations-dev/llama3_8b_baseline_instructskillmix/

Name	Quant method	Size
llama3_8b_baseline_instructskillmix.Q2_K.gguf	Q2_K	2.96GB
llama3_8b_baseline_instructskillmix.Q3_K_S.gguf	Q3_K_S	3.41GB
llama3_8b_baseline_instructskillmix.Q3_K.gguf	Q3_K	3.74GB
llama3_8b_baseline_instructskillmix.Q3_K_M.gguf	Q3_K_M	3.74GB
llama3_8b_baseline_instructskillmix.Q3_K_L.gguf	Q3_K_L	4.03GB
llama3_8b_baseline_instructskillmix.IQ4_XS.gguf	IQ4_XS	4.18GB
llama3_8b_baseline_instructskillmix.Q4_0.gguf	Q4_0	4.34GB
llama3_8b_baseline_instructskillmix.IQ4_NL.gguf	IQ4_NL	4.38GB
llama3_8b_baseline_instructskillmix.Q4_K_S.gguf	Q4_K_S	4.37GB
llama3_8b_baseline_instructskillmix.Q4_K.gguf	Q4_K	4.58GB
llama3_8b_baseline_instructskillmix.Q4_K_M.gguf	Q4_K_M	4.58GB
llama3_8b_baseline_instructskillmix.Q4_1.gguf	Q4_1	4.78GB
llama3_8b_baseline_instructskillmix.Q5_0.gguf	Q5_0	5.21GB
llama3_8b_baseline_instructskillmix.Q5_K_S.gguf	Q5_K_S	5.21GB
llama3_8b_baseline_instructskillmix.Q5_K.gguf	Q5_K	5.34GB
llama3_8b_baseline_instructskillmix.Q5_K_M.gguf	Q5_K_M	5.34GB
llama3_8b_baseline_instructskillmix.Q5_1.gguf	Q5_1	5.65GB
llama3_8b_baseline_instructskillmix.Q6_K.gguf	Q6_K	6.14GB
llama3_8b_baseline_instructskillmix.Q8_0.gguf	Q8_0	7.95GB

Original model description:

library_name: transformers license: llama3 base_model: meta-llama/Meta-Llama-3-8B tags:

llama-factory
full
generated_from_trainer model-index:
name: llama3_8b_baseline_instructskillmix results: []

llama3_8b_baseline_instructskillmix

This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B on the PrincetonPLI/Instruct-SkillMix-SDD dataset. It achieves the following results on the evaluation set:

Loss: nan

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 5e-06
train_batch_size: 4
eval_batch_size: 4
seed: 42
distributed_type: multi-GPU
num_devices: 8
gradient_accumulation_steps: 32
total_train_batch_size: 1024
total_eval_batch_size: 32
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: constant
lr_scheduler_warmup_ratio: 0.1
lr_scheduler_warmup_steps: 1738
num_epochs: 3.0

Training results

Training Loss	Epoch	Step	Validation Loss
No log	0.5333	1	nan
No log	1.6	3	nan

Framework versions

Transformers 4.45.2
Pytorch 2.5.0+cu124
Datasets 2.21.0
Tokenizers 0.20.1

Created: Oct 31, 2024
Updated: Oct 31, 2024