|
--- |
|
library_name: transformers |
|
tags: |
|
- math |
|
- lora |
|
- science |
|
- chemistry |
|
- biology |
|
- code |
|
- text-generation-inference |
|
- unsloth |
|
- llama |
|
- llama-cpp |
|
- gguf-my-repo |
|
license: apache-2.0 |
|
datasets: |
|
- HuggingFaceTB/smoltalk |
|
language: |
|
- en |
|
- de |
|
- es |
|
- fr |
|
- it |
|
- pt |
|
- hi |
|
- th |
|
base_model: suayptalha/FastLlama-3.2-1B-Instruct |
|
--- |
|
|
|
# fuzzy-mittenz/FastLlama-3.2-1B-Instruct-Q8_0-GGUF Suayptalha's Multi lingual model should be perfect for swarm use |
|
This model was converted to GGUF format from [`suayptalha/FastLlama-3.2-1B-Instruct`](https://huggingface.co/suayptalha/FastLlama-3.2-1B-Instruct) 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/suayptalha/FastLlama-3.2-1B-Instruct) 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 fuzzy-mittenz/FastLlama-3.2-1B-Instruct-Q8_0-GGUF --hf-file fastllama-3.2-1b-instruct-q8_0.gguf -p "The meaning to life and the universe is" |
|
``` |
|
|
|
### Server: |
|
```bash |
|
llama-server --hf-repo fuzzy-mittenz/FastLlama-3.2-1B-Instruct-Q8_0-GGUF --hf-file fastllama-3.2-1b-instruct-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 fuzzy-mittenz/FastLlama-3.2-1B-Instruct-Q8_0-GGUF --hf-file fastllama-3.2-1b-instruct-q8_0.gguf -p "The meaning to life and the universe is" |
|
``` |
|
or |
|
``` |
|
./llama-server --hf-repo fuzzy-mittenz/FastLlama-3.2-1B-Instruct-Q8_0-GGUF --hf-file fastllama-3.2-1b-instruct-q8_0.gguf -c 2048 |
|
``` |
|
|
