commit 06331a56f1b577df932c944dd5c844352fa8882d Author: ModelHub XC Date: Thu Jun 18 00:37:20 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/lfm-2.6-ttt-sft-new2-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..f09ad3e --- /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 +lfm-2.6-ttt-sft-new2.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new2.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new2.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new2.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new2.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new2.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new2.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new2.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new2.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new2.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new2.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new2.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..abeb4a1 --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: anakin87/lfm-2.6-ttt-sft-new2 +language: +- en +library_name: transformers +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +--- +## About + + + + + + + + + +static quants of https://huggingface.co/anakin87/lfm-2.6-ttt-sft-new2 + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#lfm-2.6-ttt-sft-new2-GGUF).*** + +weighted/imatrix quants seem not to be available (by me) at this time. If they do not show up a week or so after the static ones, I have probably not planned for them. Feel free to request them by opening a Community Discussion. +## 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/lfm-2.6-ttt-sft-new2-GGUF/resolve/main/lfm-2.6-ttt-sft-new2.Q2_K.gguf) | Q2_K | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new2-GGUF/resolve/main/lfm-2.6-ttt-sft-new2.Q3_K_S.gguf) | Q3_K_S | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new2-GGUF/resolve/main/lfm-2.6-ttt-sft-new2.Q3_K_M.gguf) | Q3_K_M | 1.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new2-GGUF/resolve/main/lfm-2.6-ttt-sft-new2.Q3_K_L.gguf) | Q3_K_L | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new2-GGUF/resolve/main/lfm-2.6-ttt-sft-new2.IQ4_XS.gguf) | IQ4_XS | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new2-GGUF/resolve/main/lfm-2.6-ttt-sft-new2.Q4_K_S.gguf) | Q4_K_S | 1.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new2-GGUF/resolve/main/lfm-2.6-ttt-sft-new2.Q4_K_M.gguf) | Q4_K_M | 1.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new2-GGUF/resolve/main/lfm-2.6-ttt-sft-new2.Q5_K_S.gguf) | Q5_K_S | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new2-GGUF/resolve/main/lfm-2.6-ttt-sft-new2.Q5_K_M.gguf) | Q5_K_M | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new2-GGUF/resolve/main/lfm-2.6-ttt-sft-new2.Q6_K.gguf) | Q6_K | 2.3 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new2-GGUF/resolve/main/lfm-2.6-ttt-sft-new2.Q8_0.gguf) | Q8_0 | 3.0 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new2-GGUF/resolve/main/lfm-2.6-ttt-sft-new2.f16.gguf) | f16 | 5.5 | 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. + + diff --git a/lfm-2.6-ttt-sft-new2.IQ4_XS.gguf b/lfm-2.6-ttt-sft-new2.IQ4_XS.gguf new file mode 100644 index 0000000..a326fe8 --- /dev/null +++ b/lfm-2.6-ttt-sft-new2.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:85723e1b2d5cea9ee727ccbee8b2ebdaf3c17b97a90073f7a10d1e27524fb142 +size 1488646496 diff --git a/lfm-2.6-ttt-sft-new2.Q2_K.gguf b/lfm-2.6-ttt-sft-new2.Q2_K.gguf new file mode 100644 index 0000000..fc92b2c --- /dev/null +++ b/lfm-2.6-ttt-sft-new2.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:22bce67ae65f028e6a9f1e24a2cb3de425db8139a8043ae2c34e5a8a526e8908 +size 1027846496 diff --git a/lfm-2.6-ttt-sft-new2.Q3_K_L.gguf b/lfm-2.6-ttt-sft-new2.Q3_K_L.gguf new file mode 100644 index 0000000..62a7f80 --- /dev/null +++ b/lfm-2.6-ttt-sft-new2.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c8a0781c2052a20d7a09cc6cafd39a4be3cc9b015b68c533f8e28a906dc4ec17 +size 1398534496 diff --git a/lfm-2.6-ttt-sft-new2.Q3_K_M.gguf b/lfm-2.6-ttt-sft-new2.Q3_K_M.gguf new file mode 100644 index 0000000..8afe8b2 --- /dev/null +++ b/lfm-2.6-ttt-sft-new2.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:47051faf47bfb384f09eb9daabf005bb6a69df957ccb460ce8803c7324d02482 +size 1313730912 diff --git a/lfm-2.6-ttt-sft-new2.Q3_K_S.gguf b/lfm-2.6-ttt-sft-new2.Q3_K_S.gguf new file mode 100644 index 0000000..817c559 --- /dev/null +++ b/lfm-2.6-ttt-sft-new2.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9ed84f751503d7bd4da1883ae910e75577ad198e6dff685dbd261e23220884fc +size 1217409376 diff --git a/lfm-2.6-ttt-sft-new2.Q4_K_M.gguf b/lfm-2.6-ttt-sft-new2.Q4_K_M.gguf new file mode 100644 index 0000000..3a0972f --- /dev/null +++ b/lfm-2.6-ttt-sft-new2.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b87b193e4ce9a16fa00865ee5ec3999250d33a67f93341fe43cb444ce8ec3397 +size 1639166304 diff --git a/lfm-2.6-ttt-sft-new2.Q4_K_S.gguf b/lfm-2.6-ttt-sft-new2.Q4_K_S.gguf new file mode 100644 index 0000000..83f111e --- /dev/null +++ b/lfm-2.6-ttt-sft-new2.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:343cdd45fd18f5cbd7385b2cf57562c70629908dcd9035144002ad765b67e4ac +size 1567388000 diff --git a/lfm-2.6-ttt-sft-new2.Q5_K_M.gguf b/lfm-2.6-ttt-sft-new2.Q5_K_M.gguf new file mode 100644 index 0000000..5e53bfd --- /dev/null +++ b/lfm-2.6-ttt-sft-new2.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c490c2048ba7af0646a2483825b19c2c00f32c0e1b4bd12acf1a906efd2dbdc1 +size 1921233248 diff --git a/lfm-2.6-ttt-sft-new2.Q5_K_S.gguf b/lfm-2.6-ttt-sft-new2.Q5_K_S.gguf new file mode 100644 index 0000000..2f3a8b2 --- /dev/null +++ b/lfm-2.6-ttt-sft-new2.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be9cddf9014803dd2d2927111ff6bbd2ce012c1f42cca59e8e678100030450bd +size 1879732576 diff --git a/lfm-2.6-ttt-sft-new2.Q6_K.gguf b/lfm-2.6-ttt-sft-new2.Q6_K.gguf new file mode 100644 index 0000000..57d50ea --- /dev/null +++ b/lfm-2.6-ttt-sft-new2.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:357f682fd14c89ac3247e8cd2139a1dddc54be04292420a44f1e4e4496b01079 +size 2220929376 diff --git a/lfm-2.6-ttt-sft-new2.Q8_0.gguf b/lfm-2.6-ttt-sft-new2.Q8_0.gguf new file mode 100644 index 0000000..a671ea4 --- /dev/null +++ b/lfm-2.6-ttt-sft-new2.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:17d5e7c8d4c5951e6f8f777f7b4dbf94b904e20e3a7e7ad6a4ed054a9ef78334 +size 2875617632 diff --git a/lfm-2.6-ttt-sft-new2.f16.gguf b/lfm-2.6-ttt-sft-new2.f16.gguf new file mode 100644 index 0000000..6a24466 --- /dev/null +++ b/lfm-2.6-ttt-sft-new2.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4a3497dbbdf47993a679f71f7bceca229c502a0b1c3cf4b757fe12a5d6286003 +size 5409894752