Instructions to use gopalanj/jevons-lfm25-1.2b-systemone with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use gopalanj/jevons-lfm25-1.2b-systemone with MLX:
# Make sure mlx-lm is installed # pip install --upgrade mlx-lm # if on a CUDA device, also pip install mlx[cuda] # Generate text with mlx-lm from mlx_lm import load, generate model, tokenizer = load("gopalanj/jevons-lfm25-1.2b-systemone") prompt = "Once upon a time in" text = generate(model, tokenizer, prompt=prompt, verbose=True) - PEFT
How to use gopalanj/jevons-lfm25-1.2b-systemone with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- MLX LM
How to use gopalanj/jevons-lfm25-1.2b-systemone with MLX LM:
Generate or start a chat session
# Install MLX LM uv tool install mlx-lm # Generate some text mlx_lm.generate --model "gopalanj/jevons-lfm25-1.2b-systemone" --prompt "Once upon a time"
- Atomic Chat
Download adapter_config.json from gopalanj/jevons-lfm25-1.2b-systemone: direct link, hf CLI and curl.
- Browser
- Download file 1.2 kB
-
https://huggingface.co/gopalanj/jevons-lfm25-1.2b-systemone/resolve/main/adapter_config.json
- Command line
-
hf download hf://gopalanj/jevons-lfm25-1.2b-systemone/adapter_config.json
-
curl -L -o adapter_config.json https://huggingface.co/gopalanj/jevons-lfm25-1.2b-systemone/resolve/main/adapter_config.json
1.2 kB
| { | |
| "adapter_path": "adapters/lfm25-1.2b-systemone-seed", | |
| "batch_size": 4, | |
| "clear_cache_threshold": 0, | |
| "data": "evals/sft_seed", | |
| "fine_tune_type": "lora", | |
| "grad_accumulation_steps": 1, | |
| "grad_checkpoint": true, | |
| "hf_dataset": false, | |
| "iters": 64, | |
| "learning_rate": 5e-05, | |
| "lora_parameters": { | |
| "rank": 16, | |
| "dropout": 0.05, | |
| "scale": 2.0, | |
| "keys": [ | |
| "self_attn.q_proj", | |
| "self_attn.k_proj", | |
| "self_attn.v_proj", | |
| "self_attn.out_proj", | |
| "feed_forward.w1", | |
| "feed_forward.w2", | |
| "feed_forward.w3" | |
| ] | |
| }, | |
| "lr_schedule": null, | |
| "mask_prompt": true, | |
| "max_seq_length": 2048, | |
| "model": "models/LFM2.5-1.2B-Instruct-8bit", | |
| "num_layers": 16, | |
| "optimizer": "adamw", | |
| "optimizer_config": { | |
| "adamw": { | |
| "weight_decay": 0.01 | |
| } | |
| }, | |
| "project_name": "jevons-systemone", | |
| "report_to": null, | |
| "resume_adapter_file": null, | |
| "save_every": 32, | |
| "seed": 20260918, | |
| "steps_per_eval": 32, | |
| "steps_per_report": 10, | |
| "test": false, | |
| "test_batches": -1, | |
| "train": true, | |
| "val_batches": -1 | |
| } |