From 04db0d610677e1c24b81bd875861b4cf59900871 Mon Sep 17 00:00:00 2001 From: ModelHub XC Date: Sat, 20 Jun 2026 23:51:20 +0800 Subject: [PATCH] =?UTF-8?q?=E5=88=9D=E5=A7=8B=E5=8C=96=E9=A1=B9=E7=9B=AE?= =?UTF-8?q?=EF=BC=8C=E7=94=B1ModelHub=20XC=E7=A4=BE=E5=8C=BA=E6=8F=90?= =?UTF-8?q?=E4=BE=9B=E6=A8=A1=E5=9E=8B?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Model: DuoNeural/OLMo-2-7B-Instruct-GGUF Source: Original Platform --- .gitattributes | 46 +++++++++++++++++ OLMo-2-7B-Instruct-IQ1_S.gguf | 3 ++ OLMo-2-7B-Instruct-IQ2_M.gguf | 3 ++ OLMo-2-7B-Instruct-IQ3_XXS.gguf | 3 ++ OLMo-2-7B-Instruct-IQ4_XS.gguf | 3 ++ OLMo-2-7B-Instruct-Q3_K_M.gguf | 3 ++ OLMo-2-7B-Instruct-Q4_K_M.gguf | 3 ++ OLMo-2-7B-Instruct-Q5_K_M.gguf | 3 ++ OLMo-2-7B-Instruct-Q6_K.gguf | 3 ++ OLMo-2-7B-Instruct-Q8_0.gguf | 3 ++ OLMo-2-7B-Instruct-fp16.gguf | 3 ++ README.md | 88 +++++++++++++++++++++++++++++++++ imatrix.dat | 3 ++ 13 files changed, 167 insertions(+) create mode 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b/OLMo-2-7B-Instruct-fp16.gguf new file mode 100644 index 0000000..ce68455 --- /dev/null +++ b/OLMo-2-7B-Instruct-fp16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e7120b3279c7f15157c2c7321980569782df562b757ff9ba06c9777a65a00892 +size 14601854144 diff --git a/README.md b/README.md new file mode 100644 index 0000000..68b032a --- /dev/null +++ b/README.md @@ -0,0 +1,88 @@ +--- +license: apache-2.0 +base_model: allenai/OLMo-2-1124-7B-Instruct +tags: +- gguf +- quantized +- olmo +- allenai +- text-generation +- fully-open +language: +- en +pipeline_tag: text-generation +--- + +# OLMo-2-7B-Instruct — GGUF Quants + +Quantized GGUF versions of [allenai/OLMo-2-1124-7B-Instruct](https://huggingface.co/allenai/OLMo-2-1124-7B-Instruct) — the Allen Institute for AI's fully open 7B language model. OLMo-2 is released under Apache 2.0 with **full training data, code, intermediate checkpoints, and evaluation data** all publicly available — the most transparent large language model at this scale. + +## Available Files + +| File | Quant | Size | Use Case | +|------|-------|------|----------| +| `OLMo-2-7B-Instruct-Q8_0.gguf` | Q8_0 | ~7.4GB | Maximum quality | +| `OLMo-2-7B-Instruct-Q6_K.gguf` | Q6_K | ~5.7GB | Near-lossless | +| `OLMo-2-7B-Instruct-Q5_K_M.gguf` | Q5_K_M | ~5.0GB | High quality | +| `OLMo-2-7B-Instruct-Q4_K_M.gguf` | Q4_K_M | ~4.2GB | **Recommended default** | +| `OLMo-2-7B-Instruct-Q3_K_M.gguf` | Q3_K_M | ~3.5GB | Low VRAM | +| `OLMo-2-7B-Instruct-IQ4_XS.gguf` | IQ4_XS | ~3.8GB | Imatrix 4-bit | +| `OLMo-2-7B-Instruct-IQ3_XXS.gguf` | IQ3_XXS | ~2.7GB | Imatrix 3-bit | +| `OLMo-2-7B-Instruct-IQ2_M.gguf` | IQ2_M | ~2.4GB | Imatrix 2-bit | +| `OLMo-2-7B-Instruct-IQ1_S.gguf` | IQ1_S | ~1.6GB | Extreme compression | +| `OLMo-2-7B-Instruct-fp16.gguf` | FP16 | ~14.0GB | Full precision | +| `imatrix.dat` | — | — | Importance matrix | + +## Usage + +```bash +# llama.cpp +./llama-cli -m OLMo-2-7B-Instruct-Q4_K_M.gguf \ + --ctx-size 4096 -n 512 \ + -p "<|endoftext|><|user|>\nHello!<|assistant|>\n" + +# Ollama +ollama run hf.co/DuoNeural/OLMo-2-7B-Instruct-GGUF:Q4_K_M +``` + +## About OLMo-2-7B + +- **Parameters**: 7B +- **Context**: 4096 tokens +- **Architecture**: Modified decoder-only transformer (RoPE, SwiGLU, QK-norm) +- **Training Data**: Dolmino Mix 1124 — fully open dataset +- **License**: Apache 2.0 (commercial use OK) +- **Unique value**: All artifacts open — weights, data, code, evals, checkpoints + +OLMo-2 is the gold standard for research reproducibility in the 7B class. If you need a model where you can trace every decision back to first principles, this is it. + +--- + +*Quantized by DuoNeural using llama.cpp on RTX 5090.* + +--- + +## DuoNeural + +**DuoNeural** is an open AI research lab — human + AI in collaboration. + +| Platform | Link | +|----------|------| +| HuggingFace | [huggingface.co/DuoNeural](https://huggingface.co/DuoNeural) | +| Website | [duoneural.com](https://duoneural.com) | +| GitHub | [github.com/DuoNeural](https://github.com/DuoNeural) | +| X / Twitter | [@DuoNeural](https://x.com/DuoNeural) | +| Email | duoneural@proton.me | +| Newsletter | [duoneural.beehiiv.com](https://duoneural.beehiiv.com) | +| Support | [buymeacoffee.com/duoneural](https://buymeacoffee.com/duoneural) | + +### DuoNeural Research Publications + +| Title | DOI | +|-------|-----| +| [Nano-CTM: Ternary Continuous Thought Machines with Thought-Space Self-Prediction for Efficient Iterative Reasoning](https://doi.org/10.5281/zenodo.19775622) | [10.5281/zenodo.19775622](https://doi.org/10.5281/zenodo.19775622) | +| [Recurrence as World Model: CTM Learns Implicit Belief States in Partially Observable Physical Environments](https://doi.org/10.5281/zenodo.19810620) | [10.5281/zenodo.19810620](https://doi.org/10.5281/zenodo.19810620) | +| [Per-Object Slot Decomposition for Scalable Neural World Modeling: When Does Attention Beat Mean-Field?](https://doi.org/10.5281/zenodo.19846804) | [10.5281/zenodo.19846804](https://doi.org/10.5281/zenodo.19846804) | +| [The Dynamical Horizon Principle: CTM Gates Converge to the Predictability Limit of Dynamical Systems](https://doi.org/10.5281/zenodo.19952612) | [10.5281/zenodo.19952612](https://doi.org/10.5281/zenodo.19952612) | + +*Open access, CC BY 4.0. Authored by Archon, Jesse Caldwell, Aura — DuoNeural.* diff --git a/imatrix.dat b/imatrix.dat new file mode 100644 index 0000000..3a4a492 --- /dev/null +++ b/imatrix.dat @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:294792382dd9e0392ab9b69a4c8761ab3ed3d7c2fe4ebaa5296c4949c28e3302 +size 4589216