Instructions to use avemio/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use avemio/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF with llama.cpp:

Install (macOS, Linux)

curl -LsSf https://llama.app/install.sh | sh
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf avemio/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF:Q8_0
# Run inference directly in the terminal:
llama cli -hf avemio/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF:Q8_0

Install from WinGet (Windows)

winget install llama.cpp
# Start a local OpenAI-compatible server with a web UI:
llama serve -hf avemio/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF:Q8_0
# Run inference directly in the terminal:
llama cli -hf avemio/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF:Q8_0

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 avemio/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF:Q8_0
# Run inference directly in the terminal:
./llama-cli -hf avemio/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF:Q8_0

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 avemio/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF:Q8_0
# Run inference directly in the terminal:
./build/bin/llama-cli -hf avemio/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF:Q8_0

Use Docker

docker model run hf.co/avemio/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF:Q8_0

LM Studio
Jan
Ollama
How to use avemio/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF with Ollama:
```
ollama run hf.co/avemio/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF:Q8_0
```
Unsloth Desktop
Docker Model Runner
How to use avemio/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF with Docker Model Runner:
```
docker model run hf.co/avemio/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF:Q8_0
```

Lemonade

How to use avemio/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF with Lemonade:

Pull the model

# Download Lemonade from https://lemonade-server.ai/
lemonade pull avemio/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF:Q8_0

Run and chat with the model

lemonade run user.German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF-Q8_0

List all available models

lemonade list

Atomic Chat

avemio-digital commited on Feb 7, 2025

Commit

982fc71

verified ·

1 Parent(s): 7272494

Update README.md

Browse files

Files changed (1) hide show

README.md +11 -11

README.md CHANGED Viewed

@@ -1,15 +1,15 @@
 ---
 license: llama3.1
 datasets:
-- avemio/GRAG-CPT-HESSIAN-AI
-- avemio/GRAG-SFT-ShareGPT-HESSIAN-AI
-- avemio/GRAG-ORPO-ShareGPT-HESSIAN-AI
 - VAGOsolutions/SauerkrautLM-Fermented-GER-DPO
 - VAGOsolutions/SauerkrautLM-Fermented-Irrelevance-GER-DPO
 language:
 - en
 - de
-base_model: avemio/GRAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI
 base_model_relation: merge
 pipeline_tag: question-answering
 tags:
@@ -23,9 +23,9 @@ tags:
 - gguf-my-repo
 ---
-# avemio-digital/GRAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF
-This model was converted to GGUF format from [`avemio/GRAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI`](https://huggingface.co/avemio/GRAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI) 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/avemio/GRAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI) for more details on the model.
 ## Use with llama.cpp
 Install llama.cpp through brew (works on Mac and Linux)
@@ -38,12 +38,12 @@ Invoke the llama.cpp server or the CLI.
 ### CLI:
 ```bash
-llama-cli --hf-repo avemio-digital/GRAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF --hf-file grag-llama-3.1-8b-merged-hessian-ai-q8_0.gguf -p "The meaning to life and the universe is"
 ```
 ### Server:
 ```bash
-llama-server --hf-repo avemio-digital/GRAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF --hf-file grag-llama-3.1-8b-merged-hessian-ai-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.
@@ -60,9 +60,9 @@ cd llama.cpp && LLAMA_CURL=1 make
 Step 3: Run inference through the main binary.
 ```
-./llama-cli --hf-repo avemio-digital/GRAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF --hf-file grag-llama-3.1-8b-merged-hessian-ai-q8_0.gguf -p "The meaning to life and the universe is"
 ```
 or
 ```
-./llama-server --hf-repo avemio-digital/GRAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF --hf-file grag-llama-3.1-8b-merged-hessian-ai-q8_0.gguf -c 2048
 ```

 ---
 license: llama3.1
 datasets:
+- avemio/German-RAG-CPT-HESSIAN-AI
+- avemio/German-RAG-SFT-ShareGPT-HESSIAN-AI
+- avemio/German-RAG-ORPO-ShareGPT-HESSIAN-AI
 - VAGOsolutions/SauerkrautLM-Fermented-GER-DPO
 - VAGOsolutions/SauerkrautLM-Fermented-Irrelevance-GER-DPO
 language:
 - en
 - de
+base_model: avemio/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI
 base_model_relation: merge
 pipeline_tag: question-answering
 tags:
 - gguf-my-repo
 ---
+# avemio-digital/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF
+This model was converted to GGUF format from [`avemio/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI`](https://huggingface.co/avemio/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI) 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/avemio/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI) for more details on the model.
 ## Use with llama.cpp
 Install llama.cpp through brew (works on Mac and Linux)
 ### CLI:
 ```bash
+llama-cli --hf-repo avemio-digital/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF --hf-file German-RAG-llama-3.1-8b-merged-hessian-ai-q8_0.gguf -p "The meaning to life and the universe is"
 ```
 ### Server:
 ```bash
+llama-server --hf-repo avemio-digital/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF --hf-file German-RAG-llama-3.1-8b-merged-hessian-ai-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 3: Run inference through the main binary.
 ```
+./llama-cli --hf-repo avemio-digital/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF --hf-file German-RAG-llama-3.1-8b-merged-hessian-ai-q8_0.gguf -p "The meaning to life and the universe is"
 ```
 or
 ```
+./llama-server --hf-repo avemio-digital/German-RAG-LLAMA-3.1-8B-MERGED-HESSIAN-AI-Q8_0-GGUF --hf-file German-RAG-llama-3.1-8b-merged-hessian-ai-q8_0.gguf -c 2048
 ```