gguf axolotl instruct finetune chatml gpt4 synthetic data science physics chemistry biology math qwen qwen2 llama-cpp gguf-my-repo en dataset:allenai/ai2_arc dataset:camel-ai/physics dataset:camel-ai/chemistry dataset:camel-ai/biology dataset:camel-ai/math dataset:metaeval/reclor dataset:openbookqa dataset:mandyyyyii/scibench dataset:derek-thomas/ScienceQA dataset:TIGER-Lab/ScienceEval dataset:jondurbin/airoboros-3.2 dataset:LDJnr/Capybara dataset:Cot-Alpaca-GPT4-From-OpenHermes-2.5 dataset:STEM-AI-mtl/Electrical-engineering dataset:knowrohit07/saraswati-stem dataset:sablo/oasst2_curated dataset:lmsys/lmsys-chat-1m dataset:TIGER-Lab/MathInstruct dataset:bigbio/med_qa dataset:meta-math/MetaMathQA-40K dataset:piqa dataset:scibench dataset:sciq dataset:Open-Orca/SlimOrca dataset:migtissera/Synthia-v1.3 dataset:allenai/WildChat dataset:microsoft/orca-math-word-problems-200k dataset:openchat/openchat_sharegpt4_dataset dataset:teknium/GPTeacher-General-Instruct dataset:m-a-p/CodeFeedback-Filtered-Instruction dataset:totally-not-an-llm/EverythingLM-data-V3 dataset:HuggingFaceH4/no_robots dataset:OpenAssistant/oasst_top1_2023-08-25 dataset:WizardLM/WizardLM_evol_instruct_70k dataset:abacusai/SystemChat-1.1 dataset:H-D-T/Buzz-V1.2 base_model:Weyaxi/Einstein-v7-Qwen2-7B base_model:quantized:Weyaxi/Einstein-v7-Qwen2-7B license:other endpoints_compatible region:us conversational
---
base_model: Weyaxi/Einstein-v7-Qwen2-7B
datasets:
- allenai/ai2_arc
- camel-ai/physics
- camel-ai/chemistry
- camel-ai/biology
- camel-ai/math
- metaeval/reclor
- openbookqa
- mandyyyyii/scibench
- derek-thomas/ScienceQA
- TIGER-Lab/ScienceEval
- jondurbin/airoboros-3.2
- LDJnr/Capybara
- Cot-Alpaca-GPT4-From-OpenHermes-2.5
- STEM-AI-mtl/Electrical-engineering
- knowrohit07/saraswati-stem
- sablo/oasst2_curated
- lmsys/lmsys-chat-1m
- TIGER-Lab/MathInstruct
- bigbio/med_qa
- meta-math/MetaMathQA-40K
- openbookqa
- piqa
- metaeval/reclor
- derek-thomas/ScienceQA
- scibench
- sciq
- Open-Orca/SlimOrca
- migtissera/Synthia-v1.3
- TIGER-Lab/ScienceEval
- allenai/WildChat
- microsoft/orca-math-word-problems-200k
- openchat/openchat_sharegpt4_dataset
- teknium/GPTeacher-General-Instruct
- m-a-p/CodeFeedback-Filtered-Instruction
- totally-not-an-llm/EverythingLM-data-V3
- HuggingFaceH4/no_robots
- OpenAssistant/oasst_top1_2023-08-25
- WizardLM/WizardLM_evol_instruct_70k
- abacusai/SystemChat-1.1
- H-D-T/Buzz-V1.2
language:
- en
license: other
tags:
- axolotl
- instruct
- finetune
- chatml
- gpt4
- synthetic data
- science
- physics
- chemistry
- biology
- math
- qwen
- qwen2
- llama-cpp
- gguf-my-repo
---

# NikolayKozloff/Einstein-v7-Qwen2-7B-Q8_0-GGUF
This model was converted to GGUF format from [`Weyaxi/Einstein-v7-Qwen2-7B`](https://huggingface.co/Weyaxi/Einstein-v7-Qwen2-7B) using llama.cpp via the ggml.ai's [GGUF-my-repo](https://huggingface.co/spaces/ggml-org/gguf-my-repo) space.
Refer to the [original model card](https://huggingface.co/Weyaxi/Einstein-v7-Qwen2-7B) for more details on the model.

## Use with llama.cpp
Install llama.cpp through brew (works on Mac and Linux)

```bash
brew install llama.cpp

```
Invoke the llama.cpp server or the CLI.

### CLI:
```bash
llama-cli --hf-repo NikolayKozloff/Einstein-v7-Qwen2-7B-Q8_0-GGUF --hf-file einstein-v7-qwen2-7b-q8_0.gguf -p "The meaning to life and the universe is"
```

### Server:
```bash
llama-server --hf-repo NikolayKozloff/Einstein-v7-Qwen2-7B-Q8_0-GGUF --hf-file einstein-v7-qwen2-7b-q8_0.gguf -c 2048
```

Note: You can also use this checkpoint directly through the [usage steps](https://github.com/ggerganov/llama.cpp?tab=readme-ov-file#usage) listed in the Llama.cpp repo as well.

Step 1: Clone llama.cpp from GitHub.
```
git clone https://github.com/ggerganov/llama.cpp
```

Step 2: Move into the llama.cpp folder and build it with `LLAMA_CURL=1` flag along with other hardware-specific flags (for ex: LLAMA_CUDA=1 for Nvidia GPUs on Linux).
```
cd llama.cpp && LLAMA_CURL=1 make
```

Step 3: Run inference through the main binary.
```
./llama-cli --hf-repo NikolayKozloff/Einstein-v7-Qwen2-7B-Q8_0-GGUF --hf-file einstein-v7-qwen2-7b-q8_0.gguf -p "The meaning to life and the universe is"
```
or 
```
./llama-server --hf-repo NikolayKozloff/Einstein-v7-Qwen2-7B-Q8_0-GGUF --hf-file einstein-v7-qwen2-7b-q8_0.gguf -c 2048
```
