Text Generation
GGUF
English
bf16
q8_0
q6_k
q5_k_m
quantized
llama.cpp
hrm
hierarchical-reasoning
prefix-lm
pre-alignment
non-chat
non-instruction-tuned
Instructions to use sinimiini/HRM-Text-1B-GGUF with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- llama-cpp-python
How to use sinimiini/HRM-Text-1B-GGUF with llama-cpp-python:
# !pip install llama-cpp-python from llama_cpp import Llama llm = Llama.from_pretrained( repo_id="sinimiini/HRM-Text-1B-GGUF", filename="HRM-Text-1B-BF16.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 sinimiini/HRM-Text-1B-GGUF with llama.cpp:
Install from brew
brew install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf sinimiini/HRM-Text-1B-GGUF:BF16 # Run inference directly in the terminal: llama-cli -hf sinimiini/HRM-Text-1B-GGUF:BF16
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama-server -hf sinimiini/HRM-Text-1B-GGUF:BF16 # Run inference directly in the terminal: llama-cli -hf sinimiini/HRM-Text-1B-GGUF:BF16
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 sinimiini/HRM-Text-1B-GGUF:BF16 # Run inference directly in the terminal: ./llama-cli -hf sinimiini/HRM-Text-1B-GGUF:BF16
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 sinimiini/HRM-Text-1B-GGUF:BF16 # Run inference directly in the terminal: ./build/bin/llama-cli -hf sinimiini/HRM-Text-1B-GGUF:BF16
Use Docker
docker model run hf.co/sinimiini/HRM-Text-1B-GGUF:BF16
- LM Studio
- Jan
- vLLM
How to use sinimiini/HRM-Text-1B-GGUF with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "sinimiini/HRM-Text-1B-GGUF" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "sinimiini/HRM-Text-1B-GGUF", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/sinimiini/HRM-Text-1B-GGUF:BF16
- Ollama
How to use sinimiini/HRM-Text-1B-GGUF with Ollama:
ollama run hf.co/sinimiini/HRM-Text-1B-GGUF:BF16
- Unsloth Studio new
How to use sinimiini/HRM-Text-1B-GGUF 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 sinimiini/HRM-Text-1B-GGUF 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 sinimiini/HRM-Text-1B-GGUF to start chatting
Using HuggingFace Spaces for Unsloth
# No setup required # Open https://huggingface.co/spaces/unsloth/studio in your browser # Search for sinimiini/HRM-Text-1B-GGUF to start chatting
- Docker Model Runner
How to use sinimiini/HRM-Text-1B-GGUF with Docker Model Runner:
docker model run hf.co/sinimiini/HRM-Text-1B-GGUF:BF16
- Lemonade
How to use sinimiini/HRM-Text-1B-GGUF with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull sinimiini/HRM-Text-1B-GGUF:BF16
Run and chat with the model
lemonade run user.HRM-Text-1B-GGUF-BF16
List all available models
lemonade list
Delete Q4 validation report
Browse files
reports/validation/q4_k_m_vs_bf16.json
DELETED
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"token_id": 401,
|
| 778 |
-
"logit": 4.138382911682129
|
| 779 |
-
},
|
| 780 |
-
{
|
| 781 |
-
"token_id": 391,
|
| 782 |
-
"logit": 4.093988418579102
|
| 783 |
-
},
|
| 784 |
-
{
|
| 785 |
-
"token_id": 3145,
|
| 786 |
-
"logit": 4.082869529724121
|
| 787 |
-
}
|
| 788 |
-
],
|
| 789 |
-
"top1_match": true,
|
| 790 |
-
"top10_overlap": 8,
|
| 791 |
-
"full_vocab_mean_abs_logit_error": 0.15026512742042542,
|
| 792 |
-
"top20_union_mean_abs_logit_error": 0.3331286907196045,
|
| 793 |
-
"bf16_generated_suffix": "::::::::::::::::::::::::::::::::\n\n",
|
| 794 |
-
"quant_generated_suffix": "::::::::::::::::::::::::::::::::\n\n",
|
| 795 |
-
"bf16_repetition_loop": false,
|
| 796 |
-
"quant_repetition_loop": false,
|
| 797 |
-
"new_repetition_loop": false
|
| 798 |
-
}
|
| 799 |
-
]
|
| 800 |
-
}
|
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