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
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| "created_at_unix": 1779321040.6954496, | |
| "elapsed_seconds": 128.6622235774994, | |
| "hf_dtype": "float32", | |
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| "prompt_tokens_match": true, | |
| "same_next_top1_all_prompts": true, | |
| "top10_overlap_at_least_8_all_prompts": true, | |
| "full_vocab_mean_abs_logit_error_lte_0_03_all_prompts": true, | |
| "passed": true | |
| }, | |
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| { | |
| "prompt": "The quick brown fox", | |
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| "top1_match": true, | |
| "top10_overlap": 10, | |
| "full_vocab_mean_abs_logit_error": 0.0076530445367097855, | |
| "top20_union_mean_abs_logit_error": 0.01078406535089016, | |
| "hf_generated_suffix": " 6<|box_end|>", | |
| "gguf_generated_suffix": " 6 [end of text]\n\n\n" | |
| }, | |
| { | |
| "prompt": "def fibonacci(n):", | |
| "hf_input_ids": [ | |
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