Add xLSTM-7b.

LICENSE

@@ -0,0 +1,102 @@
+NXAI COMMUNITY LICENSE AGREEMENT
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README.md

@@ -1,5 +1,31 @@
 ---
-license: other
-license_name: nxai-community-license
-license_link: LICENSE
+license: NXAI Community License
 ---
+
+# xLSTM goes 7B
+This xLSTM was pre-trained on the DCLM and selected high-quality data for in a total of approx. 2.3 T tokens using the `xlstm-jax` framework.
+
+
+## How to use it
+First, install `xlstm`, which now uses the `mlstm_kernels` package for triton kernels:
+```bash
+pip install xlstm
+```
+
+For now, install the transformers repositiory fork from NX-AI (until it is merged):
+```bash
+pip install 'transformers @ git+ssh://git@github.com/NX-AI/transformers.git@integrate_xlstm'
+```
+
+Use this model as:
+```python
+from transformers import AutoModelForCausalLM, AutoTokenizer
+
+xlstm = AutoModelForCausalLM.from_pretrained("NX-AI/xLSTM-7b", device_map="auto")
+
+# this is a fork of EleutherAI/gpt
+tokenizers = AutoTokenizer.from_pretrained("NX-AI/xLSTM-7b")
+
+xlstm(tokenizer("Hello xLSTM, how are you doing?"))
+```
+

config.json

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+{
+  "_name_or_path": "/nfs-gpu/xlstm/converted_model_checkpoints/dclm_mLSTMv1_7B_ctx8192_sep_finetune_2024-11-29T17:03:51_0_550000",
+  "add_embedding_dropout": false,
+  "add_forward_backend_padding": false,
+  "add_out_norm": true,
+  "add_post_blocks_norm": true,
+  "add_post_norm": false,
+  "add_qk_norm": false,
+  "architectures": [
+    "xLSTMForCausalLM"
+  ],
+  "bos_token_id": 0,
+  "cell_norm_eps": 1e-06,
+  "embedding_dim": 4096,
+  "eos_token_id": 2,
+  "ffn_proj_factor": 2.667,
+  "ffn_round_up_to_multiple_of": 64,
+  "force_bos_token_insert": true,
+  "forward_backend_name": "chunkwise--triton_limit_chunk",
+  "gate_soft_cap": 15.0,
+  "head_dim": 512,
+  "igate_bias_init_range": -10.0,
+  "mlstm_round_up_to_multiple_of": 64,
+  "model_type": "xlstm",
+  "norm_eps": 1e-06,
+  "norm_reduction_force_float32": true,
+  "num_blocks": 32,
+  "num_heads": 8,
+  "output_logit_soft_cap": 30.0,
+  "pad_token_id": 1,
+  "qk_dim_factor": 0.5,
+  "return_last_states": true,
+  "step_backend_name": "triton_fused",
+  "tie_word_embeddings": false,
+  "torch_dtype": "float32",
+  "transformers_version": "4.47.0.dev0",
+  "use_bias": false,
+  "use_cache": true,
+  "v_dim_factor": 1.0,
+  "vocab_size": 50304
+}

generation_config.json

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+{
+  "_from_model_config": true,
+  "bos_token_id": 0,
+  "eos_token_id": 2,
+  "pad_token_id": 1,
+  "transformers_version": "4.47.0.dev0"
+}

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