commit fb77805a64e0419774051e538cdf2d0ef4b6c584 Author: ModelHub XC Date: Thu Jun 18 00:36:17 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/lfm-2.6-ttt-sft-new-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..4dc0580 --- /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-new.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +lfm-2.6-ttt-sft-new.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/README.md b/README.md new file mode 100644 index 0000000..e684b07 --- /dev/null +++ b/README.md @@ -0,0 +1,71 @@ +--- +base_model: anakin87/lfm-2.6-ttt-sft-new +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-new + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#lfm-2.6-ttt-sft-new-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-new-GGUF/resolve/main/lfm-2.6-ttt-sft-new.Q2_K.gguf) | Q2_K | 1.1 | | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new-GGUF/resolve/main/lfm-2.6-ttt-sft-new.Q3_K_S.gguf) | Q3_K_S | 1.3 | | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new-GGUF/resolve/main/lfm-2.6-ttt-sft-new.Q3_K_M.gguf) | Q3_K_M | 1.4 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new-GGUF/resolve/main/lfm-2.6-ttt-sft-new.Q3_K_L.gguf) | Q3_K_L | 1.5 | | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new-GGUF/resolve/main/lfm-2.6-ttt-sft-new.IQ4_XS.gguf) | IQ4_XS | 1.6 | | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new-GGUF/resolve/main/lfm-2.6-ttt-sft-new.Q4_K_S.gguf) | Q4_K_S | 1.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new-GGUF/resolve/main/lfm-2.6-ttt-sft-new.Q4_K_M.gguf) | Q4_K_M | 1.7 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new-GGUF/resolve/main/lfm-2.6-ttt-sft-new.Q5_K_S.gguf) | Q5_K_S | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new-GGUF/resolve/main/lfm-2.6-ttt-sft-new.Q5_K_M.gguf) | Q5_K_M | 2.0 | | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new-GGUF/resolve/main/lfm-2.6-ttt-sft-new.Q6_K.gguf) | Q6_K | 2.3 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new-GGUF/resolve/main/lfm-2.6-ttt-sft-new.Q8_0.gguf) | Q8_0 | 3.0 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/lfm-2.6-ttt-sft-new-GGUF/resolve/main/lfm-2.6-ttt-sft-new.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-new.IQ4_XS.gguf b/lfm-2.6-ttt-sft-new.IQ4_XS.gguf new file mode 100644 index 0000000..f472a01 --- /dev/null +++ b/lfm-2.6-ttt-sft-new.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8c825a3d5e9bcb4e6e3afa644c0fb7980aa955324776f7710dc1cfce6cd45fd6 +size 1488646496 diff --git a/lfm-2.6-ttt-sft-new.Q2_K.gguf b/lfm-2.6-ttt-sft-new.Q2_K.gguf new file mode 100644 index 0000000..096d3d1 --- /dev/null +++ b/lfm-2.6-ttt-sft-new.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:78c1582002b5d2842e096374cbf9561c76e886917224e4f4ede20213dc0133d4 +size 1027846496 diff --git a/lfm-2.6-ttt-sft-new.Q3_K_L.gguf b/lfm-2.6-ttt-sft-new.Q3_K_L.gguf new file mode 100644 index 0000000..09bbfc5 --- /dev/null +++ b/lfm-2.6-ttt-sft-new.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:02973a631d1b62e5aad95ebfc30d354098c90da9f6f637184f1446c41f4e9b1d +size 1398534496 diff --git a/lfm-2.6-ttt-sft-new.Q3_K_M.gguf b/lfm-2.6-ttt-sft-new.Q3_K_M.gguf new file mode 100644 index 0000000..7c665b6 --- /dev/null +++ b/lfm-2.6-ttt-sft-new.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:693a2f946f94e40fd7292f750997f4005ce59c1e96ec8db7263be702ea1caafd +size 1313730912 diff --git a/lfm-2.6-ttt-sft-new.Q3_K_S.gguf b/lfm-2.6-ttt-sft-new.Q3_K_S.gguf new file mode 100644 index 0000000..8e5cb02 --- /dev/null +++ b/lfm-2.6-ttt-sft-new.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0b2f1b6ffa8109fda348e8c36442e18cb05f8983bb6a59fdab8b2916680f8c58 +size 1217409376 diff --git a/lfm-2.6-ttt-sft-new.Q4_K_M.gguf b/lfm-2.6-ttt-sft-new.Q4_K_M.gguf new file mode 100644 index 0000000..282435f --- /dev/null +++ b/lfm-2.6-ttt-sft-new.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fab8994535e88e68cd688e5ec56032fa180030b6aab3bd8e38d57a04a6e196e2 +size 1639166304 diff --git a/lfm-2.6-ttt-sft-new.Q4_K_S.gguf b/lfm-2.6-ttt-sft-new.Q4_K_S.gguf new file mode 100644 index 0000000..08069a5 --- /dev/null +++ b/lfm-2.6-ttt-sft-new.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c34e12000729ab3c06233e20744574ae4c06b16efd1ea7d2624af4538eb26560 +size 1567388000 diff --git a/lfm-2.6-ttt-sft-new.Q5_K_M.gguf b/lfm-2.6-ttt-sft-new.Q5_K_M.gguf new file mode 100644 index 0000000..fd1202f --- /dev/null +++ b/lfm-2.6-ttt-sft-new.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6464bd81962317f81e2af4da31f9a4079ef68aec9d9cd323e45babe461813e59 +size 1921233248 diff --git a/lfm-2.6-ttt-sft-new.Q5_K_S.gguf b/lfm-2.6-ttt-sft-new.Q5_K_S.gguf new file mode 100644 index 0000000..46d08ac --- /dev/null +++ b/lfm-2.6-ttt-sft-new.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0975628f99aa6bc5c44a9131a1077182b073b0874a6f396e743944296123771a +size 1879732576 diff --git a/lfm-2.6-ttt-sft-new.Q6_K.gguf b/lfm-2.6-ttt-sft-new.Q6_K.gguf new file mode 100644 index 0000000..573c6c6 --- /dev/null +++ b/lfm-2.6-ttt-sft-new.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b06367ccc425c9818032430b3edd80a4ae06a64004de968aa9769ea436e8a21 +size 2220929376 diff --git a/lfm-2.6-ttt-sft-new.Q8_0.gguf b/lfm-2.6-ttt-sft-new.Q8_0.gguf new file mode 100644 index 0000000..a85c528 --- /dev/null +++ b/lfm-2.6-ttt-sft-new.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dca03bd0a72f22c37187b7a66ce8dd4740c226337cb4e5c5a75515bb15a5361c +size 2875617632 diff --git a/lfm-2.6-ttt-sft-new.f16.gguf b/lfm-2.6-ttt-sft-new.f16.gguf new file mode 100644 index 0000000..31bada4 --- /dev/null +++ b/lfm-2.6-ttt-sft-new.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fcd5afadb407effeecd87dfc146b9c41bc9f09bfc7bdbf7a732c60b825ef60f0 +size 5409894752