commit 48be1edd4f6b4cbceb98dcc02bf9513eeca74740 Author: ModelHub XC Date: Thu Sep 10 07:34:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..6995ed5 --- /dev/null +++ b/.gitattributes @@ -0,0 +1,47 @@ +*.7z filter=lfs diff=lfs merge=lfs -text +*.arrow filter=lfs diff=lfs merge=lfs -text +*.bin filter=lfs diff=lfs merge=lfs -text +*.bz2 filter=lfs diff=lfs merge=lfs -text +*.ckpt filter=lfs diff=lfs merge=lfs -text +*.ftz filter=lfs diff=lfs merge=lfs -text +*.gz filter=lfs diff=lfs merge=lfs -text +*.h5 filter=lfs diff=lfs merge=lfs -text +*.joblib filter=lfs diff=lfs merge=lfs -text +*.lfs.* filter=lfs diff=lfs merge=lfs -text +*.mlmodel filter=lfs diff=lfs merge=lfs -text +*.model filter=lfs diff=lfs merge=lfs -text +*.msgpack filter=lfs diff=lfs merge=lfs -text +*.npy filter=lfs diff=lfs merge=lfs -text +*.npz filter=lfs diff=lfs merge=lfs -text +*.onnx filter=lfs diff=lfs merge=lfs -text +*.ot filter=lfs diff=lfs merge=lfs -text +*.parquet filter=lfs diff=lfs merge=lfs -text +*.pb filter=lfs diff=lfs merge=lfs -text +*.pickle filter=lfs diff=lfs merge=lfs -text +*.pkl filter=lfs diff=lfs merge=lfs -text +*.pt filter=lfs diff=lfs merge=lfs -text +*.pth filter=lfs diff=lfs merge=lfs -text +*.rar filter=lfs diff=lfs merge=lfs -text +*.safetensors filter=lfs diff=lfs merge=lfs -text +saved_model/**/* filter=lfs diff=lfs merge=lfs -text +*.tar.* filter=lfs diff=lfs merge=lfs -text +*.tar filter=lfs diff=lfs merge=lfs -text +*.tflite filter=lfs diff=lfs merge=lfs -text +*.tgz filter=lfs diff=lfs merge=lfs -text +*.wasm filter=lfs diff=lfs merge=lfs -text +*.xz filter=lfs diff=lfs merge=lfs -text +*.zip filter=lfs diff=lfs merge=lfs -text +*.zst filter=lfs diff=lfs merge=lfs -text +*tfevents* filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.IQ4_XS.gguf b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.IQ4_XS.gguf new file mode 100644 index 0000000..0e9c7df --- /dev/null +++ b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:566c69db8ddeaf76733102664623658c757fe7e3e5b2ec0cf0493bea20c54d4b +size 668624256 diff --git a/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q2_K.gguf b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q2_K.gguf new file mode 100644 index 0000000..39d43d3 --- /dev/null +++ b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:509bb3639ce45af3cb0183d4c93d64b76431db83d78f9ad17490c07d3e9a3f51 +size 483403136 diff --git a/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q3_K_L.gguf b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q3_K_L.gguf new file mode 100644 index 0000000..1385f47 --- /dev/null +++ b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cfd94cd7b45fb4711289454b9f3c8f3b7c03841c10e897f6c39f943d411c97ca +size 635479424 diff --git a/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q3_K_M.gguf b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q3_K_M.gguf new file mode 100644 index 0000000..b51e37f --- /dev/null +++ b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5225aa6587e87769b5efe37f47d05ac2b06ca6ba166992488fc11a40c568872e +size 600352128 diff --git a/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q3_K_S.gguf b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q3_K_S.gguf new file mode 100644 index 0000000..5208eb3 --- /dev/null +++ b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d0f546411b383a12fd24289b132f2481b58a76919881fab1dd9b8da7b8eed96b +size 558163328 diff --git a/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q4_K_M.gguf b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q4_K_M.gguf new file mode 100644 index 0000000..9623eab --- /dev/null +++ b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b67a63ef3fd6a54b8dac61c94f2932363fa04027bb6d0d9903de889dee30ca3a +size 730899840 diff --git a/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q4_K_S.gguf b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q4_K_S.gguf new file mode 100644 index 0000000..7810a97 --- /dev/null +++ b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5d0dcbaa5c5af41742e5d0bbeee8984cae68e730c6998e0e4e78fa89f383cece +size 700474752 diff --git a/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q5_K_M.gguf b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q5_K_M.gguf new file mode 100644 index 0000000..1805564 --- /dev/null +++ b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:da5339e55b507811ea24c12d7b499fe94fb90fd6de1162d712f8388b840fe17c +size 843359616 diff --git a/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q5_K_S.gguf b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q5_K_S.gguf new file mode 100644 index 0000000..f9646a6 --- /dev/null +++ b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6a6590fdd2ec5f0cbb0036a32a745101fc9537ef81e045ee2a5ccdc7af0f2cde +size 825255296 diff --git a/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q6_K.gguf b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q6_K.gguf new file mode 100644 index 0000000..f807376 --- /dev/null +++ b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bf016b3e8209487d610435d7b01b8440a51a587c0e6ab4d095185550a56903d8 +size 962848128 diff --git a/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q8_0.gguf b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q8_0.gguf new file mode 100644 index 0000000..f2cd282 --- /dev/null +++ b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:49552f8d3573503426a67385fdb4f33d2c3becb392418a6181fe8900ed9eb53b +size 1246258560 diff --git a/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.f16.gguf b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.f16.gguf new file mode 100644 index 0000000..c56f7fe --- /dev/null +++ b/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:55fef686034eabd97aa10235f9f7c48be1c548c20a8746b2fb8b99cfca5aa697 +size 2343331200 diff --git a/README.md b/README.md new file mode 100644 index 0000000..be5c825 --- /dev/null +++ b/README.md @@ -0,0 +1,94 @@ +--- +base_model: 0xzknw/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream +language: +- en +- ar +- zh +- fr +- de +- ja +- ko +- es +library_name: transformers +license: other +license_link: LICENSE +license_name: lfm-open-license-v1.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- lfm2 +- lfm2.5 +- reasoning +- bf16 +- gguf +- lm-studio +- abliterated +- uncensored +- model-editing +- heretic-nx +- residual-stream +- prime +--- +## About + + + + + + + + + +static quants of https://huggingface.co/0xzknw/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream-i1-GGUF +## Usage + +If you are unsure how to use GGUF files, refer to one of [TheBloke's +READMEs](https://huggingface.co/TheBloke/KafkaLM-70B-German-V0.1-GGUF) for +more details, including on how to concatenate multi-part files. + +## Provided Quants + +(sorted by size, not necessarily quality. IQ-quants are often preferable over similar sized non-IQ quants) + +| Link | Type | Size/GB | Notes | +|:-----|:-----|--------:|:------| +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q2_K.gguf) | Q2_K | 0.6 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q3_K_S.gguf) | Q3_K_S | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q3_K_M.gguf) | Q3_K_M | 0.7 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q3_K_L.gguf) | Q3_K_L | 0.7 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.IQ4_XS.gguf) | IQ4_XS | 0.8 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q4_K_S.gguf) | Q4_K_S | 0.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q4_K_M.gguf) | Q4_K_M | 0.8 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q5_K_S.gguf) | Q5_K_S | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q5_K_M.gguf) | Q5_K_M | 0.9 | | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q6_K.gguf) | Q6_K | 1.1 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.Q8_0.gguf) | Q8_0 | 1.3 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Heretic-NX-Residual-Stream.f16.gguf) | f16 | 2.4 | 16 bpw, overkill | + +Here is a handy graph by ikawrakow comparing some lower-quality quant +types (lower is better): + +![image.png](https://www.nethype.de/huggingface_embed/quantpplgraph.png) + +And here are Artefact2's thoughts on the matter: +https://gist.github.com/Artefact2/b5f810600771265fc1e39442288e8ec9 + +## FAQ / Model Request + +See https://huggingface.co/mradermacher/model_requests for some answers to +questions you might have and/or if you want some other model quantized. + +## Thanks + +I thank my company, [nethype GmbH](https://www.nethype.de/), for letting +me use its servers and providing upgrades to my workstation to enable +this work in my free time. + +