commit 41dfdedb56a60f8350f982f6c699384c7fe309e5 Author: ModelHub XC Date: Fri May 8 08:19:52 2026 +0800 初始化项目，由ModelHub XC社区提供模型 Model: mradermacher/LFM-2-350M-En-Ro-MT-GGUF Source: Original Platform diff --git a/.gitattributes b/.gitattributes new file mode 100644 index 0000000..bad2d7a --- /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-2-350M-En-Ro-MT.IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text +LFM-2-350M-En-Ro-MT.Q2_K.gguf filter=lfs diff=lfs merge=lfs -text +LFM-2-350M-En-Ro-MT.Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text +LFM-2-350M-En-Ro-MT.Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM-2-350M-En-Ro-MT.Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM-2-350M-En-Ro-MT.Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM-2-350M-En-Ro-MT.Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM-2-350M-En-Ro-MT.Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text +LFM-2-350M-En-Ro-MT.Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text +LFM-2-350M-En-Ro-MT.Q6_K.gguf filter=lfs diff=lfs merge=lfs -text +LFM-2-350M-En-Ro-MT.Q8_0.gguf filter=lfs diff=lfs merge=lfs -text +LFM-2-350M-En-Ro-MT.f16.gguf filter=lfs diff=lfs merge=lfs -text diff --git a/LFM-2-350M-En-Ro-MT.IQ4_XS.gguf b/LFM-2-350M-En-Ro-MT.IQ4_XS.gguf new file mode 100644 index 0000000..b3dd776 --- /dev/null +++ b/LFM-2-350M-En-Ro-MT.IQ4_XS.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:874e521c1f1d26d2cea48c3bc5da7ce3ffb7eb296a469a0a124d5561469d46ba +size 211803648 diff --git a/LFM-2-350M-En-Ro-MT.Q2_K.gguf b/LFM-2-350M-En-Ro-MT.Q2_K.gguf new file mode 100644 index 0000000..e48d5e2 --- /dev/null +++ b/LFM-2-350M-En-Ro-MT.Q2_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:254394e1ffe872910220e45b4ba22c74315124d21907b3cb337c040e26975836 +size 160595456 diff --git a/LFM-2-350M-En-Ro-MT.Q3_K_L.gguf b/LFM-2-350M-En-Ro-MT.Q3_K_L.gguf new file mode 100644 index 0000000..432893a --- /dev/null +++ b/LFM-2-350M-En-Ro-MT.Q3_K_L.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a4b21bc28c23d66162cd90d6eaff25f1c6b79a8f20a5286102fe7b0d4326f76d +size 203046400 diff --git a/LFM-2-350M-En-Ro-MT.Q3_K_M.gguf b/LFM-2-350M-En-Ro-MT.Q3_K_M.gguf new file mode 100644 index 0000000..221eae5 --- /dev/null +++ b/LFM-2-350M-En-Ro-MT.Q3_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d47892a014bb468af5a1dc005ef22c6e24bb086decd9a644b0b65fde6061dae9 +size 193150464 diff --git a/LFM-2-350M-En-Ro-MT.Q3_K_S.gguf b/LFM-2-350M-En-Ro-MT.Q3_K_S.gguf new file mode 100644 index 0000000..de95fd7 --- /dev/null +++ b/LFM-2-350M-En-Ro-MT.Q3_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a496a529a77935b8e5a619d609160f6715b5f148f9abe1b39912af650432242a +size 181149184 diff --git a/LFM-2-350M-En-Ro-MT.Q4_K_M.gguf b/LFM-2-350M-En-Ro-MT.Q4_K_M.gguf new file mode 100644 index 0000000..590ed55 --- /dev/null +++ b/LFM-2-350M-En-Ro-MT.Q4_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b939b6f6a83d86c0c435c16edf3f86728ca2c5294ef095c9adde329878a7bc69 +size 229309952 diff --git a/LFM-2-350M-En-Ro-MT.Q4_K_S.gguf b/LFM-2-350M-En-Ro-MT.Q4_K_S.gguf new file mode 100644 index 0000000..7233527 --- /dev/null +++ b/LFM-2-350M-En-Ro-MT.Q4_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0cfe6bc38b0d68d87c5c399b1f88d8a472bb5ac2b449e983de2678b7d3b12b35 +size 220749312 diff --git a/LFM-2-350M-En-Ro-MT.Q5_K_M.gguf b/LFM-2-350M-En-Ro-MT.Q5_K_M.gguf new file mode 100644 index 0000000..11233b5 --- /dev/null +++ b/LFM-2-350M-En-Ro-MT.Q5_K_M.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cfcfbdac3ee74367cd109295692dea0b35b1970ae206f995002762302eda07be +size 260374016 diff --git a/LFM-2-350M-En-Ro-MT.Q5_K_S.gguf b/LFM-2-350M-En-Ro-MT.Q5_K_S.gguf new file mode 100644 index 0000000..ae0b179 --- /dev/null +++ b/LFM-2-350M-En-Ro-MT.Q5_K_S.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:dea27fc96b2fae93fadefcd970924d73f7f5a1580e307444f5f8776761c8137b +size 255221248 diff --git a/LFM-2-350M-En-Ro-MT.Q6_K.gguf b/LFM-2-350M-En-Ro-MT.Q6_K.gguf new file mode 100644 index 0000000..6d2f695 --- /dev/null +++ b/LFM-2-350M-En-Ro-MT.Q6_K.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e2b23d20d03da549c501da041d1a08300cdfd8b3b38e586b4aa8967094d9093f +size 293379584 diff --git a/LFM-2-350M-En-Ro-MT.Q8_0.gguf b/LFM-2-350M-En-Ro-MT.Q8_0.gguf new file mode 100644 index 0000000..f7036cd --- /dev/null +++ b/LFM-2-350M-En-Ro-MT.Q8_0.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:071b47a284dd8f179d6b37becd787c670d95e86ec668084e1d00db50cf2a44ee +size 379215360 diff --git a/LFM-2-350M-En-Ro-MT.f16.gguf b/LFM-2-350M-En-Ro-MT.f16.gguf new file mode 100644 index 0000000..1d891a9 --- /dev/null +++ b/LFM-2-350M-En-Ro-MT.f16.gguf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:49318bda915577aac55dbf1c84617cefcb9b4584c32e222473c38936b38123de +size 711482880 diff --git a/README.md b/README.md new file mode 100644 index 0000000..6476057 --- /dev/null +++ b/README.md @@ -0,0 +1,77 @@ +--- +base_model: MihaiPopa-1/LFM-2-350M-En-Ro-MT +language: +- en +library_name: transformers +license: apache-2.0 +mradermacher: + readme_rev: 1 +quantized_by: mradermacher +tags: +- text-generation-inference +- transformers +- unsloth +- lfm2 +--- +## About + + + + + + + + + +static quants of https://huggingface.co/MihaiPopa-1/LFM-2-350M-En-Ro-MT + + + +***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#LFM-2-350M-En-Ro-MT-GGUF).*** + +weighted/imatrix quants are available at https://huggingface.co/mradermacher/LFM-2-350M-En-Ro-MT-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/LFM-2-350M-En-Ro-MT-GGUF/resolve/main/LFM-2-350M-En-Ro-MT.Q2_K.gguf) | Q2_K | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/LFM-2-350M-En-Ro-MT-GGUF/resolve/main/LFM-2-350M-En-Ro-MT.Q3_K_S.gguf) | Q3_K_S | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/LFM-2-350M-En-Ro-MT-GGUF/resolve/main/LFM-2-350M-En-Ro-MT.Q3_K_M.gguf) | Q3_K_M | 0.3 | lower quality | +| [GGUF](https://huggingface.co/mradermacher/LFM-2-350M-En-Ro-MT-GGUF/resolve/main/LFM-2-350M-En-Ro-MT.Q3_K_L.gguf) | Q3_K_L | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/LFM-2-350M-En-Ro-MT-GGUF/resolve/main/LFM-2-350M-En-Ro-MT.IQ4_XS.gguf) | IQ4_XS | 0.3 | | +| [GGUF](https://huggingface.co/mradermacher/LFM-2-350M-En-Ro-MT-GGUF/resolve/main/LFM-2-350M-En-Ro-MT.Q4_K_S.gguf) | Q4_K_S | 0.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LFM-2-350M-En-Ro-MT-GGUF/resolve/main/LFM-2-350M-En-Ro-MT.Q4_K_M.gguf) | Q4_K_M | 0.3 | fast, recommended | +| [GGUF](https://huggingface.co/mradermacher/LFM-2-350M-En-Ro-MT-GGUF/resolve/main/LFM-2-350M-En-Ro-MT.Q5_K_S.gguf) | Q5_K_S | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/LFM-2-350M-En-Ro-MT-GGUF/resolve/main/LFM-2-350M-En-Ro-MT.Q5_K_M.gguf) | Q5_K_M | 0.4 | | +| [GGUF](https://huggingface.co/mradermacher/LFM-2-350M-En-Ro-MT-GGUF/resolve/main/LFM-2-350M-En-Ro-MT.Q6_K.gguf) | Q6_K | 0.4 | very good quality | +| [GGUF](https://huggingface.co/mradermacher/LFM-2-350M-En-Ro-MT-GGUF/resolve/main/LFM-2-350M-En-Ro-MT.Q8_0.gguf) | Q8_0 | 0.5 | fast, best quality | +| [GGUF](https://huggingface.co/mradermacher/LFM-2-350M-En-Ro-MT-GGUF/resolve/main/LFM-2-350M-En-Ro-MT.f16.gguf) | f16 | 0.8 | 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. + +