Instructions to use Gargaz/NASA-LLAMA2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Gargaz/NASA-LLAMA2 with llama-cpp-python:

# !pip install llama-cpp-python

from llama_cpp import Llama

llm = Llama.from_pretrained(
	repo_id="Gargaz/NASA-LLAMA2",
	filename="llama3.1-Q4_K_M.gguf",
)

output = llm(
	"Once upon a time,",
	max_tokens=512,
	echo=True
)
print(output)

Notebooks
Google Colab
Kaggle
Local Apps

llama.cpp

How to use Gargaz/NASA-LLAMA2 with llama.cpp:

Install from brew

brew install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf Gargaz/NASA-LLAMA2:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf Gargaz/NASA-LLAMA2:Q4_K_M

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama-server -hf Gargaz/NASA-LLAMA2:Q4_K_M
# Run inference directly in the terminal:
llama-cli -hf Gargaz/NASA-LLAMA2:Q4_K_M

Use pre-built binary

# Download pre-built binary from:
# https://github.com/ggerganov/llama.cpp/releases
# Start a local OpenAI-compatible server with a web UI:
./llama-server -hf Gargaz/NASA-LLAMA2:Q4_K_M
# Run inference directly in the terminal:
./llama-cli -hf Gargaz/NASA-LLAMA2:Q4_K_M

Build from source code

git clone https://github.com/ggerganov/llama.cpp.git
cd llama.cpp
cmake -B build
cmake --build build -j --target llama-server llama-cli
# Start a local OpenAI-compatible server with a web UI:
./build/bin/llama-server -hf Gargaz/NASA-LLAMA2:Q4_K_M
# Run inference directly in the terminal:
./build/bin/llama-cli -hf Gargaz/NASA-LLAMA2:Q4_K_M

Use Docker

docker model run hf.co/Gargaz/NASA-LLAMA2:Q4_K_M

LM Studio
Jan
Ollama
How to use Gargaz/NASA-LLAMA2 with Ollama:
```
ollama run hf.co/Gargaz/NASA-LLAMA2:Q4_K_M
```

Unsloth Studio new

How to use Gargaz/NASA-LLAMA2 with Unsloth Studio:

Install Unsloth Studio (macOS, Linux, WSL)

curl -fsSL https://unsloth.ai/install.sh | sh
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for Gargaz/NASA-LLAMA2 to start chatting

Install Unsloth Studio (Windows)

irm https://unsloth.ai/install.ps1 | iex
# Run unsloth studio
unsloth studio -H 0.0.0.0 -p 8888
# Then open http://localhost:8888 in your browser
# Search for Gargaz/NASA-LLAMA2 to start chatting

Using HuggingFace Spaces for Unsloth

# No setup required
# Open https://huggingface.co/spaces/unsloth/studio in your browser
# Search for Gargaz/NASA-LLAMA2 to start chatting

Docker Model Runner
How to use Gargaz/NASA-LLAMA2 with Docker Model Runner:
```
docker model run hf.co/Gargaz/NASA-LLAMA2:Q4_K_M
```

Lemonade

How to use Gargaz/NASA-LLAMA2 with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull Gargaz/NASA-LLAMA2:Q4_K_M

Run and chat with the model

lemonade run user.NASA-LLAMA2-Q4_K_M

List all available models

lemonade list

Gargaz commited on Sep 22, 2024

Commit

0435cd1

verified ·

1 Parent(s): 9436e60

Upload tokenizer

Browse files

Files changed (5) hide show

added_tokens.json +3 -0
special_tokens_map.json +24 -0
tokenizer.json +0 -0
tokenizer.model +3 -0
tokenizer_config.json +32 -0

added_tokens.json ADDED Viewed

	@@ -0,0 +1,3 @@

+{
+  "<pad>": 32000
+}

special_tokens_map.json ADDED Viewed

	@@ -0,0 +1,24 @@

+{
+  "bos_token": {
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "eos_token": {
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "pad_token": "</s>",
+  "unk_token": {
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}

tokenizer.json ADDED Viewed

The diff for this file is too large to render. See raw diff

tokenizer.model ADDED Viewed

	@@ -0,0 +1,3 @@

+version https://git-lfs.github.com/spec/v1
+oid sha256:9e556afd44213b6bd1be2b850ebbbd98f5481437a8021afaf58ee7fb1818d347
+size 499723

tokenizer_config.json ADDED Viewed

	@@ -0,0 +1,32 @@

+{
+  "bos_token": {
+    "__type": "AddedToken",
+    "content": "<s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "clean_up_tokenization_spaces": false,
+  "eos_token": {
+    "__type": "AddedToken",
+    "content": "</s>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  },
+  "legacy": false,
+  "model_max_length": 1000000000000000019884624838656,
+  "pad_token": null,
+  "sp_model_kwargs": {},
+  "tokenizer_class": "LlamaTokenizer",
+  "unk_token": {
+    "__type": "AddedToken",
+    "content": "<unk>",
+    "lstrip": false,
+    "normalized": true,
+    "rstrip": false,
+    "single_word": false
+  }
+}