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rnj-1
:latest
1
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Updated
6 minutes ago
Rnj-1 is a family of 8B parameter open-weight, dense models trained from scratch by Essential AI, optimized for code and STEM with capabilities on par with SOTA open-weight models.
Rnj-1 is a family of 8B parameter open-weight, dense models trained from scratch by Essential AI, optimized for code and STEM with capabilities on par with SOTA open-weight models.
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tools
8b
rnj-1:latest
...
/
model
e0785291058c · 5.1GB
Metadata
general.architecture
gemma3
gemma3
general.file_type
Q4_K_M
Q4_K_M
gemma3.attention.head_count
32
32
gemma3.attention.head_count_kv
8
8
gemma3.attention.key_length
128
128
gemma3.attention.layer_norm_rms_epsilon
1e-06
1e-06
gemma3.attention.sliding_window
32768
32768
gemma3.attention.sliding_window_pattern
[false, false, false, false, false, ...]
[false, false, false, false, false, ...]
gemma3.attention.value_length
128
128
gemma3.block_count
32
32
gemma3.context_length
32768
32768
gemma3.embedding_length
4096
4096
gemma3.feed_forward_length
16384
16384
gemma3.final_logit_softcapping
30
30
gemma3.rope.freq_base
10000
10000
gemma3.rope.local.freq_base
10000
10000
gemma3.rope.scaling.beta_fast
64
64
gemma3.rope.scaling.beta_slow
1
1
gemma3.rope.scaling.extrapolation_factor
1
1
gemma3.rope.scaling.factor
4
4
gemma3.rope.scaling.original_context_length
8192
8192
gemma3.rope.scaling.type
yarn
yarn
tokenizer.ggml.add_bos_token
false
false
tokenizer.ggml.add_eos_token
false
false
tokenizer.ggml.bos_token_id
128000
128000
tokenizer.ggml.eos_token_id
128001
128001
tokenizer.ggml.merges
[Ġ Ġ, Ġ ĠĠĠ, ĠĠ ĠĠ, ĠĠĠ Ġ, i n, ...]
[Ġ Ġ, Ġ ĠĠĠ, ĠĠ ĠĠ, ĠĠĠ Ġ, i n, ...]
tokenizer.ggml.model
gpt2
gpt2
tokenizer.ggml.pre
llama-bpe
llama-bpe
tokenizer.ggml.scores
[0, 1, 2, 3, 4, ...]
[0, 1, 2, 3, 4, ...]
tokenizer.ggml.token_type
[1, 1, 1, 1, 1, ...]
[1, 1, 1, 1, 1, ...]
tokenizer.ggml.tokens
[!, ", #, $, %, ...]
[!, ", #, $, %, ...]
Tensor
Name
Type
Shape
token_embd.weight
Q6_K
Q6_K
[4096, 128256]
blk.0
blk.0.attn_k.weight
Q4_K
Q4_K
[4096, 1024]
blk.0.attn_k_norm.weight
F32
F32
[128]
blk.0.attn_norm.weight
F32
F32
[4096]
blk.0.attn_output.weight
Q4_K
Q4_K
[4096, 4096]
blk.0.attn_q.weight
Q4_K
Q4_K
[4096, 4096]
blk.0.attn_q_norm.weight
F32
F32
[128]
blk.0.attn_v.weight
Q6_K
Q6_K
[4096, 1024]
blk.0.ffn_down.weight
Q6_K
Q6_K
[16384, 4096]
blk.0.ffn_gate.weight
Q4_K
Q4_K
[4096, 16384]
blk.0.ffn_norm.weight
F32
F32
[4096]
blk.0.ffn_up.weight
Q4_K
Q4_K
[4096, 16384]
blk.0.post_attention_norm.weight
F32
F32
[4096]
blk.0.post_ffw_norm.weight
F32
F32
[4096]
blk.1
blk.1.attn_k.weight
Q4_K
Q4_K
[4096, 1024]
blk.1.attn_k_norm.weight
F32
F32
[128]
blk.1.attn_norm.weight
F32
F32
[4096]
blk.1.attn_output.weight
Q4_K
Q4_K
[4096, 4096]
blk.1.attn_q.weight
Q4_K
Q4_K
[4096, 4096]
blk.1.attn_q_norm.weight
F32
F32
[128]
blk.1.attn_v.weight
Q6_K
Q6_K
[4096, 1024]
blk.1.ffn_down.weight
Q6_K
Q6_K
[16384, 4096]
blk.1.ffn_gate.weight
Q4_K
Q4_K
[4096, 16384]
blk.1.ffn_norm.weight
F32
F32
[4096]
blk.1.ffn_up.weight
Q4_K
Q4_K
[4096, 16384]
blk.1.post_attention_norm.weight
F32
F32
[4096]
blk.1.post_ffw_norm.weight
F32
F32
[4096]
blk.2
blk.2.attn_k.weight
Q4_K
Q4_K
[4096, 1024]
blk.2.attn_k_norm.weight
F32
F32
[128]
blk.2.attn_norm.weight
F32
F32
[4096]
blk.2.attn_output.weight
Q4_K
Q4_K
[4096, 4096]
blk.2.attn_q.weight
Q4_K
Q4_K
[4096, 4096]
blk.2.attn_q_norm.weight
F32
F32
[128]
blk.2.attn_v.weight
Q6_K
Q6_K
[4096, 1024]
blk.2.ffn_down.weight
Q6_K
Q6_K
[16384, 4096]
blk.2.ffn_gate.weight
Q4_K
Q4_K
[4096, 16384]
blk.2.ffn_norm.weight
F32
F32
[4096]
blk.2.ffn_up.weight
Q4_K
Q4_K
[4096, 16384]
blk.2.post_attention_norm.weight
F32
F32
[4096]
blk.2.post_ffw_norm.weight
F32
F32
[4096]
blk.3
blk.3.attn_k.weight
Q4_K
Q4_K
[4096, 1024]
blk.3.attn_k_norm.weight
F32
F32
[128]
blk.3.attn_norm.weight
F32
F32
[4096]
blk.3.attn_output.weight
Q4_K
Q4_K
[4096, 4096]
blk.3.attn_q.weight
Q4_K
Q4_K
[4096, 4096]
blk.3.attn_q_norm.weight
F32
F32
[128]
blk.3.attn_v.weight
Q6_K
Q6_K
[4096, 1024]
blk.3.ffn_down.weight
Q6_K
Q6_K
[16384, 4096]
blk.3.ffn_gate.weight
Q4_K
Q4_K
[4096, 16384]
blk.3.ffn_norm.weight
F32
F32
[4096]
blk.3.ffn_up.weight
Q4_K
Q4_K
[4096, 16384]
blk.3.post_attention_norm.weight
F32
F32
[4096]
blk.3.post_ffw_norm.weight
F32
F32
[4096]
blk.4
blk.4.attn_k.weight
Q4_K
Q4_K
[4096, 1024]
blk.4.attn_k_norm.weight
F32
F32
[128]
blk.4.attn_norm.weight
F32
F32
[4096]
blk.4.attn_output.weight
Q4_K
Q4_K
[4096, 4096]
blk.4.attn_q.weight
Q4_K
Q4_K
[4096, 4096]
blk.4.attn_q_norm.weight
F32
F32
[128]
blk.4.attn_v.weight
Q4_K
Q4_K
[4096, 1024]
blk.4.ffn_down.weight
Q4_K
Q4_K
[16384, 4096]
blk.4.ffn_gate.weight
Q4_K
Q4_K
[4096, 16384]
blk.4.ffn_norm.weight
F32
F32
[4096]
blk.4.ffn_up.weight
Q4_K
Q4_K
[4096, 16384]
blk.4.post_attention_norm.weight
F32
F32
[4096]
blk.4.post_ffw_norm.weight
F32
F32
[4096]
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blk.5.attn_k.weight
Q4_K
Q4_K
[4096, 1024]
blk.5.attn_k_norm.weight
F32
F32
[128]
blk.5.attn_norm.weight
F32
F32
[4096]
blk.5.attn_output.weight
Q4_K
Q4_K
[4096, 4096]
blk.5.attn_q.weight
Q4_K
Q4_K
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blk.5.attn_q_norm.weight
F32
F32
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blk.5.attn_v.weight
Q4_K
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F32
F32
[4096]
blk.5.ffn_up.weight
Q4_K
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F32
F32
[4096]
blk.5.post_ffw_norm.weight
F32
F32
[4096]
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blk.6.attn_k.weight
Q4_K
Q4_K
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F32
F32
[128]
blk.6.attn_norm.weight
F32
F32
[4096]
blk.6.attn_output.weight
Q4_K
Q4_K
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blk.6.attn_q.weight
Q4_K
Q4_K
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blk.6.attn_q_norm.weight
F32
F32
[128]
blk.6.attn_v.weight
Q6_K
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blk.6.ffn_down.weight
Q6_K
Q6_K
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blk.6.ffn_gate.weight
Q4_K
Q4_K
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blk.6.ffn_norm.weight
F32
F32
[4096]
blk.6.ffn_up.weight
Q4_K
Q4_K
[4096, 16384]
blk.6.post_attention_norm.weight
F32
F32
[4096]
blk.6.post_ffw_norm.weight
F32
F32
[4096]
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blk.7.attn_k.weight
Q4_K
Q4_K
[4096, 1024]
blk.7.attn_k_norm.weight
F32
F32
[128]
blk.7.attn_norm.weight
F32
F32
[4096]
blk.7.attn_output.weight
Q4_K
Q4_K
[4096, 4096]
blk.7.attn_q.weight
Q4_K
Q4_K
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blk.7.attn_q_norm.weight
F32
F32
[128]
blk.7.attn_v.weight
Q4_K
Q4_K
[4096, 1024]
blk.7.ffn_down.weight
Q4_K
Q4_K
[16384, 4096]
blk.7.ffn_gate.weight
Q4_K
Q4_K
[4096, 16384]
blk.7.ffn_norm.weight
F32
F32
[4096]
blk.7.ffn_up.weight
Q4_K
Q4_K
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blk.7.post_attention_norm.weight
F32
F32
[4096]
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F32
F32
[4096]
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Q4_K
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F32
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F32
F32
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F32
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F32
F32
[4096]
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Q4_K
Q4_K
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blk.8.post_attention_norm.weight
F32
F32
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blk.8.post_ffw_norm.weight
F32
F32
[4096]
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Q4_K
Q4_K
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F32
F32
[128]
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F32
F32
[4096]
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Q4_K
Q4_K
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blk.9.attn_q.weight
Q4_K
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blk.9.attn_q_norm.weight
F32
F32
[128]
blk.9.attn_v.weight
Q6_K
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blk.9.ffn_down.weight
Q6_K
Q6_K
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blk.9.ffn_gate.weight
Q4_K
Q4_K
[4096, 16384]
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F32
F32
[4096]
blk.9.ffn_up.weight
Q4_K
Q4_K
[4096, 16384]
blk.9.post_attention_norm.weight
F32
F32
[4096]
blk.9.post_ffw_norm.weight
F32
F32
[4096]
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blk.10.attn_k.weight
Q4_K
Q4_K
[4096, 1024]
blk.10.attn_k_norm.weight
F32
F32
[128]
blk.10.attn_norm.weight
F32
F32
[4096]
blk.10.attn_output.weight
Q4_K
Q4_K
[4096, 4096]
blk.10.attn_q.weight
Q4_K
Q4_K
[4096, 4096]
blk.10.attn_q_norm.weight
F32
F32
[128]
blk.10.attn_v.weight
Q4_K
Q4_K
[4096, 1024]
blk.10.ffn_down.weight
Q4_K
Q4_K
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blk.10.ffn_gate.weight
Q4_K
Q4_K
[4096, 16384]
blk.10.ffn_norm.weight
F32
F32
[4096]
blk.10.ffn_up.weight
Q4_K
Q4_K
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blk.10.post_attention_norm.weight
F32
F32
[4096]
blk.10.post_ffw_norm.weight
F32
F32
[4096]
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blk.11.attn_k.weight
Q4_K
Q4_K
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F32
F32
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F32
F32
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Q4_K
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F32
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F32
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F32
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blk.12.attn_k.weight
Q4_K
Q4_K
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F32
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F32
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F32
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F32
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blk.13.attn_k.weight
Q4_K
Q4_K
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blk.13.attn_k_norm.weight
F32
F32
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blk.13.attn_norm.weight
F32
F32
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blk.13.attn_output.weight
Q4_K
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blk.13.attn_q.weight
Q4_K
Q4_K
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blk.13.attn_q_norm.weight
F32
F32
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blk.13.attn_v.weight
Q4_K
Q4_K
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F32
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F32
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F32
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Q4_K
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F32
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F32
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F32
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F32
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Q4_K
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F32
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F32
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F32
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blk.16.attn_k.weight
Q4_K
Q4_K
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F32
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F32
F32
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F32
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