Kafkalm 70B German V0.1

🚀 KafkaLM-70B-German-V0.1

KafkaLM 70b is a 70 - billion parameter model based on the Llama2 70B Base Model. It has been fine - tuned on an ensemble of popular high - quality open - source instruction sets that have been translated from English to German. This is a Seedbox project trained by Dennis Dickmann.

The models are proficient yet creative, with a tendency to linguistically push boundaries 😊

🚀 Quick Start

Getting started with the model is straightforward. Here is a Python code example to help you begin:

import transformers

model_id = "seedboxai/KafkaLM-70B-German-V0.1"

model = AutoModelForCausalLM.from_pretrained(model_id, load_in_4bit=True)

tokenizer = AutoTokenizer.from_pretrained(model_id)

tokenizer.padding_side = "right" 
tokenizer.pad_token = tokenizer.unk_token 
tokenizer.add_eos_token = False

def generate_prompt(input):
    prompt = ''
    sys_prompt = "Du bist ein freundlicher und hilfsbereiter KI-Assistent. Du beantwortest Fragen faktenorientiert und präzise, ohne dabei relevante Fakten auszulassen."
    
    prompt += f"<|system|>\n{sys_prompt.strip()}</s>\n"
    prompt += f"<|user|>\n{input.strip()}</s>\n"
    prompt += f"<|assistant|>\n"

    return prompt.strip()


generate_text = transformers.pipeline(
    model=model, tokenizer=tokenizer,
    return_full_text=True,  
    task='text-generation',
    temperature=0.5,  
    max_new_tokens=512,
    top_p=0.95,
    top_k=50,
    do_sample=True,
)

print(generate_text(generate_prompt("Wer ist eigentlich dieser Kafka?"))

✨ Features

Model Details

The purpose of releasing the KafkaLM series is to contribute to the German AI community with a set of fine - tuned LLMs that are easy to use in everyday applications across a variety of tasks. The main goal was to provide LLMs proficient in German, especially for use in German - speaking business contexts where English alone is not sufficient.

Dataset

A 4k filtered version of the seedboxai/multitask_german_examples_32k dataset was used for training.

Prompt Format

This model follows the subsequent prompt format:

<|system|>
Du bist ein freundlicher und hilfsbereiter KI-Assistent. Du beantwortest Fragen faktenorientiert und präzise, ohne dabei relevante Fakten auszulassen.</s>
<|user|>
Welche Möglichkeiten der energetischen Sanierung habe ich neben Solar und Energiespeicher?</s>
<|assistant|>

📄 License

The license on this model does not constitute legal advice. We are not responsible for the actions of third parties who use this model. This model should only be used for research purposes. The original Llama2 license and all restrictions of datasets used to train this model apply.