|
--- |
|
base_model: |
|
- Muhammad2003/Llama3-8B-OpenHermes-DPO |
|
- IlyaGusev/saiga_llama3_8b |
|
- NousResearch/Meta-Llama-3-8B-Instruct |
|
- abacusai/Llama-3-Smaug-8B |
|
- vicgalle/Configurable-Llama-3-8B-v0.2 |
|
- cognitivecomputations/dolphin-2.9-llama3-8b |
|
- NeuralNovel/Llama-3-NeuralPaca-8b |
|
datasets: |
|
- mlabonne/chatml-OpenHermes2.5-dpo-binarized-alpha |
|
- tatsu-lab/alpaca |
|
- vicgalle/configurable-system-prompt-multitask |
|
- IlyaGusev/ru_turbo_saiga |
|
- IlyaGusev/ru_sharegpt_cleaned |
|
- IlyaGusev/oasst1_ru_main_branch |
|
- IlyaGusev/gpt_roleplay_realm |
|
- lksy/ru_instruct_gpt4 |
|
library_name: transformers |
|
tags: |
|
- llama |
|
- llama3 |
|
- llama3-12b |
|
- instruct |
|
- merge |
|
language: |
|
- en |
|
- ru |
|
pipeline_tag: text-generation |
|
license: apache-2.0 |
|
--- |
|
|
|
# Llama3 from 8B to 12B |
|
|
|
 |
|
|
|
We created a model from other cool models to combine everything into one cool model. |
|
|
|
|
|
## Model Details |
|
|
|
### Model Description |
|
|
|
- **Developed by:** [@ehristoforu](https://huggingface.co/ehristoforu) |
|
- **Model type:** Text Generation (conversational |
|
- **Language(s) (NLP):** English, Russian |
|
- **Finetuned from model:** [meta-llama/Meta-Llama-3-8B-Instruct](https://huggingface.co/meta-llama/Meta-Llama-3-8B-Instruct) |
|
|
|
|
|
## How to Get Started with the Model |
|
|
|
Use the code below to get started with the model. |
|
|
|
```py |
|
from transformers import AutoTokenizer, AutoModelForCausalLM |
|
import torch |
|
|
|
model_id = "ehristoforu/llama-3-12b-instruct" |
|
|
|
tokenizer = AutoTokenizer.from_pretrained(model_id) |
|
model = AutoModelForCausalLM.from_pretrained( |
|
model_id, |
|
torch_dtype=torch.bfloat16, |
|
device_map="auto", |
|
) |
|
|
|
messages = [ |
|
{"role": "system", "content": "You are a pirate chatbot who always responds in pirate speak!"}, |
|
{"role": "user", "content": "Who are you?"}, |
|
] |
|
|
|
input_ids = tokenizer.apply_chat_template( |
|
messages, |
|
add_generation_prompt=True, |
|
return_tensors="pt" |
|
).to(model.device) |
|
|
|
terminators = [ |
|
tokenizer.eos_token_id, |
|
tokenizer.convert_tokens_to_ids("<|eot_id|>") |
|
] |
|
|
|
outputs = model.generate( |
|
input_ids, |
|
max_new_tokens=256, |
|
eos_token_id=terminators, |
|
do_sample=True, |
|
temperature=0.6, |
|
top_p=0.9, |
|
) |
|
response = outputs[0][input_ids.shape[-1]:] |
|
print(tokenizer.decode(response, skip_special_tokens=True)) |
|
``` |
|
|
|
|
|
## About merge |
|
|
|
Base model: Meta-Llama-3-8B-Instruct |
|
|
|
Merge models: |
|
- Muhammad2003/Llama3-8B-OpenHermes-DPO |
|
- IlyaGusev/saiga_llama3_8b |
|
- NousResearch/Meta-Llama-3-8B-Instruct |
|
- abacusai/Llama-3-Smaug-8B |
|
- vicgalle/Configurable-Llama-3-8B-v0.2 |
|
- cognitivecomputations/dolphin-2.9-llama3-8b |
|
- NeuralNovel/Llama-3-NeuralPaca-8b |
|
|
|
Merge datasets: |
|
- mlabonne/chatml-OpenHermes2.5-dpo-binarized-alpha |
|
- tatsu-lab/alpaca |
|
- vicgalle/configurable-system-prompt-multitask |
|
- IlyaGusev/ru_turbo_saiga |
|
- IlyaGusev/ru_sharegpt_cleaned |
|
- IlyaGusev/oasst1_ru_main_branch |
|
- IlyaGusev/gpt_roleplay_realm |
|
- lksy/ru_instruct_gpt4 |
