mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF
1
0
Fork 0
Code Issues Pull Requests Actions Projects Releases Wiki Activity

初始化项目，由ModelHub XC社区提供模型

Browse Source 
Model: mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF
Source: Original Platform
This commit is contained in:
ModelHub XC
2026-04-20 05:30:04 +08:00
commit 306341e204
27 changed files with 245 additions and 0 deletions
Download Patch File Download Diff File Expand all files Collapse all files

60
.gitattributes vendored Normal file
View File

@@ -0,0 +1,60 @@
*.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-Claude-4.5-Opus-High-Reasoning-IRONMAN.imatrix.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ1_M.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ1_S.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ2_M.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ2_S.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ2_XS.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ2_XXS.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ3_M.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ3_S.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ3_XS.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ3_XXS.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ4_NL.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ4_XS.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q2_K.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q2_K_S.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q3_K_L.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q3_K_M.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q3_K_S.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q4_0.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q4_1.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q4_K_M.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q4_K_S.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q5_K_M.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q5_K_S.gguf filter=lfs diff=lfs merge=lfs -text
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q6_K.gguf filter=lfs diff=lfs merge=lfs -text

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ1_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d9470cb2d328afd5d0d804d5fc8373d1eec650fb727dc12ad90e8baf05f53a81
size 327146016

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ1_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:f706bf497241aac72dbb8182c9bcdecb179507d41d1dcd0f59906a1be7a53ae5
size 304388640

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ2_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:82b19d965d537cc20e2f8189159ccbcea70fa458450c9ebbd22699564068007e
size 434133536

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ2_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1aee7bb5a105187bc185e432563b730e3e5317f2f8b08b679d509b316586f041
size 403790368

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ2_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:b21481eb0c2c266e56dd6a9a9796dfe5ed08f7ff9aa7468c7bfccacdb7db6337
size 396204576

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ2_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:37983a60e711e8ba12df173e418aa222f265c0f186e6b3260e3283b96e85a0ad
size 365074976

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ3_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:90abf33f23bdfee0684b5f0a7f362122e9f30489b82bb35110420fe2b80a41cc
size 566794784

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ3_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:d7059ac5f8aa1c15b69b9d62c8c845ce6e8b2f78dd4d259bb2ebacee2f9dc513
size 558160416

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ3_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ec160c51fb00e498af79a6d8e12ba6d7da048dbe93e513b514e15d7355301a66
size 537811488

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ3_XXS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:da13ec3b3064abe26087cfbae5259b5de9fbc0ad953d645c8f17a481664d7869
size 490986016

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ4_NL.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:69d353ea909a64de6a139bd006a63c38474abf0d5d6f08bfed30a079b922a7c0
size 695753248

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ4_XS.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:02327bca127a713fafd7013e0a900103ce6144200c9c48784f4468c01eef81a1
size 663378464

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q2_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a78ff17919ed2d7c68eadb3fd8c9950bad33c88b65f5f701f1d19d54bf62fc38
size 483400224

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q2_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a3680267c8f6637e662cfd2d43d9f826975749da7f01ac8c1ec7ef8a844bd6e7
size 460806688

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q3_K_L.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:24de610f0e4367a02954a5698c83226e4e9ddd35f1e557e988925f34a2ecc083
size 635476512

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q3_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9cb914cf4ce037b596bac720ab4af11d3fb4d25cf93bacc5439daa1de5dc2b7f
size 600349216

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q3_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:ce57aef9fd1c6eabd0930b242e111313a9921b82fe4331a32e97773bb12cc545
size 558160416

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q4_0.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:a8007df5ea01535fb022681982ca032cf88b5e3fea659c58e60885ee147ffac4
size 697850400

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q4_1.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:fa6c83e6e89b4e61c2892e4252173567cfa9d366cb149a36e45a6c8412b5b3c5
size 760502816

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q4_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:1b896efdf81549d446b3ce641252de667732e5b8c66d0580bb4812aab4ebe092
size 730896928

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q4_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:8e8206e19ee381f364233f5c5e58e432b7040b6b6b7ae9e5ca89d02171981204
size 700471840

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q5_K_M.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:9834caf17c9a2a6945f4fa95b0732a0a0670de52d099e2838a5f57b61cca3e78
size 843356704

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q5_K_S.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:271a551b0187ed436e5fd5203cdc388553b3d8ac7bf80ceea1fca58f6d4bfaf8
size 825252384

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q6_K.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:13e8561ccad2b7696a4e7faa65936cf1ee749d312d4b5b4f190cdab7cc0be6e0
size 962845216

3
LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.imatrix.gguf Normal file
View File

@@ -0,0 +1,3 @@
version https://git-lfs.github.com/spec/v1
oid sha256:2c06736c68e573898b6335a90ea7073867485d137bc917b301167ceb59952ad2
size 1161536

110
README.md Normal file
View File

@@ -0,0 +1,110 @@
---
base_model: DavidAU/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN
datasets:
- TeichAI/claude-4.5-opus-high-reasoning-250x
language:
- en
library_name: transformers
license: apache-2.0
mradermacher:
readme_rev: 1
quantized_by: mradermacher
tags:
- unsloth
- finetune
- All use cases
- bfloat16
- creative
- creative writing
- fiction writing
- plot generation
- sub-plot generation
- fiction writing
- story generation
- scene continue
- storytelling
- fiction story
- science fiction
- romance
- all genres
- story
- writing
- vivid prosing
- vivid writing
- fiction
---
## About
<!-- ### quantize_version: 2 -->
<!-- ### output_tensor_quantised: 1 -->
<!-- ### convert_type: hf -->
<!-- ### vocab_type: -->
<!-- ### tags: nicoboss -->
<!-- ### quants: Q2_K IQ3_M Q4_K_S IQ3_XXS Q3_K_M small-IQ4_NL Q4_K_M IQ2_M Q6_K IQ4_XS Q2_K_S IQ1_M Q3_K_S IQ2_XXS Q3_K_L IQ2_XS Q5_K_S IQ2_S IQ1_S Q5_K_M Q4_0 IQ3_XS Q4_1 IQ3_S -->
<!-- ### quants_skip: -->
<!-- ### skip_mmproj: -->
weighted/imatrix quants of https://huggingface.co/DavidAU/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN
<!-- provided-files -->
***For a convenient overview and download list, visit our [model page for this model](https://hf.tst.eu/model#LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF).***
static quants are available at https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-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-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.imatrix.gguf) | imatrix | 0.1 | imatrix file (for creating your own quants) |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ1_S.gguf) | i1-IQ1_S | 0.4 | for the desperate |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ1_M.gguf) | i1-IQ1_M | 0.4 | mostly desperate |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ2_XXS.gguf) | i1-IQ2_XXS | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ2_XS.gguf) | i1-IQ2_XS | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ2_S.gguf) | i1-IQ2_S | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ2_M.gguf) | i1-IQ2_M | 0.5 | |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q2_K_S.gguf) | i1-Q2_K_S | 0.6 | very low quality |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q2_K.gguf) | i1-Q2_K | 0.6 | IQ3_XXS probably better |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ3_XXS.gguf) | i1-IQ3_XXS | 0.6 | lower quality |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ3_XS.gguf) | i1-IQ3_XS | 0.6 | |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ3_S.gguf) | i1-IQ3_S | 0.7 | beats Q3_K* |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q3_K_S.gguf) | i1-Q3_K_S | 0.7 | IQ3_XS probably better |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ3_M.gguf) | i1-IQ3_M | 0.7 | |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q3_K_M.gguf) | i1-Q3_K_M | 0.7 | IQ3_S probably better |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q3_K_L.gguf) | i1-Q3_K_L | 0.7 | IQ3_M probably better |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ4_XS.gguf) | i1-IQ4_XS | 0.8 | |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-IQ4_NL.gguf) | i1-IQ4_NL | 0.8 | prefer IQ4_XS |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q4_0.gguf) | i1-Q4_0 | 0.8 | fast, low quality |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q4_K_S.gguf) | i1-Q4_K_S | 0.8 | optimal size/speed/quality |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q4_K_M.gguf) | i1-Q4_K_M | 0.8 | fast, recommended |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q4_1.gguf) | i1-Q4_1 | 0.9 | |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q5_K_S.gguf) | i1-Q5_K_S | 0.9 | |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q5_K_M.gguf) | i1-Q5_K_M | 0.9 | |
| [GGUF](https://huggingface.co/mradermacher/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN-i1-GGUF/resolve/main/LFM2.5-1.2B-Thinking-Claude-4.5-Opus-High-Reasoning-IRONMAN.i1-Q6_K.gguf) | i1-Q6_K | 1.1 | practically like static Q6_K |
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. Additional thanks to [@nicoboss](https://huggingface.co/nicoboss) for giving me access to his private supercomputer, enabling me to provide many more imatrix quants, at much higher quality, than I would otherwise be able to.
<!-- end -->